udemy_scraping.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 145,
   "metadata": {},
   "outputs": [],
   "source": [
    "from bs4 import BeautifulSoup\n",
    "from selenium import webdriver\n",
    "from selenium.webdriver.chrome.options import Options\n",
    "from selenium.webdriver.common.by import By\n",
    "import time\n",
    "import random\n",
    "import requests"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Step By Step Process"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "topics = [\n",
    "    \"communication\", \n",
    "    \"interfaces design\", \n",
    "    \"backend engineer\", \n",
    "    \"frontend engineer\", \n",
    "    \"team leading\", \n",
    "    \"time management\", \n",
    "    \"meetings management\"\n",
    "]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 147,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
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'https://www.udemy.com/course/understanding-nodejs-core-concepts/', 'https://www.udemy.com/course/nestjs-zero-to-hero/', 'https://www.udemy.com/course/backend-engineering-with-django-core-concepts-level-1/', 'https://www.udemy.com/course/nestjs-the-complete-developers-guide/', 'https://www.udemy.com/course/python-on-the-back-end-for-beginners-http-server/', 'https://www.udemy.com/course/nodejs-the-complete-guide/', 'https://www.udemy.com/course/fundamentals-of-networking-for-effective-backend-design/', 'https://www.udemy.com/course/latest-gcp-ace-google-associate-cloud-engineer-practice-exams-tests/', 'https://www.udemy.com/course/nestjs-microservices-build-deploy-a-scaleable-backend/', 'https://www.udemy.com/course/django-python/']}, 'frontend engineer': {'links': ['https://www.udemy.com/course/the-ai-engineer-course-complete-ai-engineer-bootcamp/', 'https://www.udemy.com/course/front-end-web-development-complete-guide-step-by-step/', 'https://www.udemy.com/course/front-end-web-development/', 'https://www.udemy.com/course/msk-frontend-system-design-interview-guidance/', 'https://www.udemy.com/course/web-design-html-css-js/', 'https://www.udemy.com/course/google-cloud-certification-associate-cloud-engineer/', 'https://www.udemy.com/course/vuejs-2-the-complete-guide/', 'https://www.udemy.com/course/web-projects-with-vanilla-javascript/', 'https://www.udemy.com/course/latest-gcp-ace-google-associate-cloud-engineer-practice-exams-tests/', 'https://www.udemy.com/course/aws-data-engineer/', 'https://www.udemy.com/course/web-developer-course/', 'https://www.udemy.com/course/complete-guide-to-front-end-web-development-and-design/', 'https://www.udemy.com/course/the-frontend-developer-career-blueprint-the-shortcuts/', 'https://www.udemy.com/course/full-stack-web-development-bootcamp/', 'https://www.udemy.com/course/aws-certified-machine-learning-engineer-associate-mla-c01/', 'https://www.udemy.com/course/ultimate-front-end-web-development-course/', 'https://www.udemy.com/course/frontend-architecture-and-patterns/', 'https://www.udemy.com/course/safe-release-train-engineer-rte-safe-6-exams/', 'https://www.udemy.com/course/databricks-certified-data-engineer-associate/', 'https://www.udemy.com/course/webpack-from-beginner-to-advanced/']}, 'team leading': {'links': ['https://www.udemy.com/course/the-new-manager-managing-people-teams-processes/', 'https://www.udemy.com/course/team-kata/', 'https://www.udemy.com/course/leading-managing-people-effectively-course/', 'https://www.udemy.com/course/team-leadership-facilitation-and-communication-essentials/', 'https://www.udemy.com/course/from-developer-to-team-lead-effective-dev-team-leading/', 'https://www.udemy.com/course/roadmap-to-leadership/', 'https://www.udemy.com/course/leadership-team-management-developing-people-skills/', 'https://www.udemy.com/course/leading-virtual-teams-a-quick-course/', 'https://www.udemy.com/course/inspirational-leadership/', 'https://www.udemy.com/course/leadership-and-lean-management-masterclass/', 'https://www.udemy.com/course/leading-hybrid-and-remote-teams/', 'https://www.udemy.com/course/practical-leadership/', 'https://www.udemy.com/course/hybrid-teams/', 'https://www.udemy.com/course/virtual-team-culture/', 'https://www.udemy.com/course/managing-diverse-teams-leading-across-cultures/', 'https://www.udemy.com/course/new-manager/', 'https://www.udemy.com/course/how-to-lead-effective-meetings/', 'https://www.udemy.com/course/leadership-leading-not-in-charge/', 'https://www.udemy.com/course/growth-team/', 'https://www.udemy.com/course/leadership-skills-workplace/']}, 'time management': {'links': ['https://www.udemy.com/course/productivity-and-time-management/', 'https://www.udemy.com/course/do-more-stress-less/', 'https://www.udemy.com/course/time-management-master/', 'https://www.udemy.com/course/practical-time-management-nabielec/', 'https://www.udemy.com/course/time_task_management/', 'https://www.udemy.com/course/time-management-prioritization-and-productivity/', 'https://www.udemy.com/course/complete-time-management-course-raise-personal-productivity/', 'https://www.udemy.com/course/productivity-10x-productivity/', 'https://www.udemy.com/course/productivity-time-management-masterclass/', 'https://www.udemy.com/course/ultimate-productivity-and-time-management-course/', 'https://www.udemy.com/course/the-complete-personal-development-course/', 'https://www.udemy.com/course/productivity-and-time-management-strategies/', 'https://www.udemy.com/course/mastering-productivity-time-management-and-goal-setting/', 'https://www.udemy.com/course/effective-time-and-stress-management-strategies/', 'https://www.udemy.com/course/master-time-management-and-productivity/', 'https://www.udemy.com/course/time-management-best-practices-training/', 'https://www.udemy.com/course/time-management-productivity-stress-less-accomplish-more/', 'https://www.udemy.com/course/time-management-for-students-professionals-entrepreneurs/', 'https://www.udemy.com/course/productivity-time-management-course/', 'https://www.udemy.com/course/leadership-and-lean-management-masterclass/']}, 'meetings management': {'links': ['https://www.udemy.com/course/leading-effective-meetings-you-can-lead-effective-meetings/', 'https://www.udemy.com/course/make-meetings-work-tackle-time-management-troubles/', 'https://www.udemy.com/course/meetings-management/', 'https://www.udemy.com/course/running-effective-meetings/', 'https://www.udemy.com/course/meeting-productivity/', 'https://www.udemy.com/course/effective-meetings-for-management-consultants-analysts/', 'https://www.udemy.com/course/project-management-how-to-run-meetings-document-minutes/', 'https://www.udemy.com/course/learn-how-to-write-effective-minutes-of-meeting/', 'https://www.udemy.com/course/project-management-applied-soft-skills-for-managers/', 'https://www.udemy.com/course/manage-project-communications-impeccably-6-pdus-pmi-pmp_project_guard/', 'https://www.udemy.com/course/management-skill/', 'https://www.udemy.com/course/team-leader-fundamentals-for-new-and-developing-team-leaders/', 'https://www.udemy.com/course/mastering-meetings-time-management/', 'https://www.udemy.com/course/techtomanager/', 'https://www.udemy.com/course/time_task_management/', 'https://www.udemy.com/course/master-communication-skills-collaborative-conversations/', 'https://www.udemy.com/course/business-english-management-and-leadership/', 'https://www.udemy.com/course/time-management-for-students-professionals-entrepreneurs/', 'https://www.udemy.com/course/learn-smartsheet-intermediate-to-advanced-training/']}}\n"
     ]
    }
   ],
   "source": [
    "mapped_links = {}\n",
    "for topic in topics:\n",
    "    mapped_links[topic] = {}\n",
    "    mapped_links[topic]['links'] = []\n",
    "    \n",
    "    chrome_options = Options()\n",
    "    chrome_options.add_argument(\"--disable-search-engine-choice-screen\")\n",
    "    driver = webdriver.Chrome(chrome_options)\n",
    "\n",
    "    url = f\"https://www.udemy.com/courses/search/?src=ukw&q={topic}\"\n",
    "    driver.get(url)\n",
    "    time.sleep(5)\n",
    "    last_height = driver.execute_script(\"return document.body.scrollHeight\")\n",
    "    for i in range(15): \n",
    "        \n",
    "        # Simulate random scroll down\n",
    "        scroll_down = random.randint(200, 400)  \n",
    "        driver.execute_script(f\"window.scrollBy(0, {scroll_down});\")\n",
    "        time.sleep(random.uniform(1, 3)) # Dynamic wait to make it more realistic\n",
    "        \n",
    "        # Fake some scrolls up each 3 scrolls down\n",
    "        if i % 3 == 0:\n",
    "            scroll_up = random.randint(150, 300)\n",
    "            driver.execute_script(f\"window.scrollBy(0, -{scroll_up});\")\n",
    "            time.sleep(random.uniform(1, 2)) # Dynamic wait to make it more realistic\n",
    "   \n",
    "    time.sleep(5)\n",
    "\n",
    "    soup = BeautifulSoup(driver.page_source, 'html.parser')\n",
    "    for l in soup.find_all('link', {'data-testid': 'view-prefetch'}):\n",
    "        mapped_links[topic]['links'].append(f'https://www.udemy.com{l[\"href\"]}')\n",
    "    driver.quit()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 148,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{'communication': {'links': ['https://www.udemy.com/course/the-complete-communication-skills-master-class-for-life/',\n",
       "   'https://www.udemy.com/course/communication-fundamentals-how-to-communicate-better/',\n",
       "   'https://www.udemy.com/course/foundations-to-communication-mastery/',\n",
       "   'https://www.udemy.com/course/assertive-communication-skills-masterclass/',\n",
       "   'https://www.udemy.com/course/effective-communication-in-the-workplace/',\n",
       "   'https://www.udemy.com/course/how-to-speak-up-at-meetings/',\n",
       "   'https://www.udemy.com/course/master-communication-skills/',\n",
       "   'https://www.udemy.com/course/communication-skills-become-a-superstar-communicator/',\n",
       "   'https://www.udemy.com/course/high-impact-communication-skills/',\n",
       "   'https://www.udemy.com/course/clear-concise-confident/',\n",
       "   'https://www.udemy.com/course/business-communication-skills-eq-intelligent-interactions/',\n",
       "   'https://www.udemy.com/course/communication-skills-for-beginners-d/',\n",
       "   'https://www.udemy.com/course/communication-skills-101-mastering-communication-strategies/',\n",
       "   'https://www.udemy.com/course/professional-communication-and-business-writing/',\n",
       "   'https://www.udemy.com/course/communication-skills-for-the-global-workplace/',\n",
       "   'https://www.udemy.com/course/communication-skills-the-complete-guide-oral-written-body/',\n",
       "   'https://www.udemy.com/course/soft-skills-masterclass/',\n",
       "   'https://www.udemy.com/course/the-communication-masterclass/',\n",
       "   'https://www.udemy.com/course/essential-communication-skills-for-professionals/',\n",
       "   'https://www.udemy.com/course/the-art-of-persuasive-communication-for-beginners/']},\n",
       " 'interfaces design': {'links': ['https://www.udemy.com/course/ux-design-disenador-ux-de-cero-a-profesional-2021/',\n",
       "   'https://www.udemy.com/course/design-rules/',\n",
       "   'https://www.udemy.com/course/figma-design-interfaces/',\n",
       "   'https://www.udemy.com/course/diseno-uiux-diseno-visual-y-diseno-de-interfaz-con-figma/',\n",
       "   'https://www.udemy.com/course/adobe-xd-cc-master/',\n",
       "   'https://www.udemy.com/course/adobe-xd-der-ui-ux-kurs-fur-app-web-softwaredesign/',\n",
       "   'https://www.udemy.com/course/figma-ux-ui-design-user-experience-tutorial-course/',\n",
       "   'https://www.udemy.com/course/complete-web-designer-mobile-designer-zero-to-mastery/',\n",
       "   'https://www.udemy.com/course/sketching-for-ux-designers/',\n",
       "   'https://www.udemy.com/course/adobe-xd-para-quem-sabe-nada-de-adobe-xd/',\n",
       "   'https://www.udemy.com/course/profigma/',\n",
       "   'https://www.udemy.com/course/creacion-de-interfaces-con-figma/',\n",
       "   'https://www.udemy.com/course/bootcamp-diseno-ux-ui-aprende-design-thinking-y-figma/',\n",
       "   'https://www.udemy.com/course/design-de-interfaces-especialista/',\n",
       "   'https://www.udemy.com/course/ux-writing-diseno-de-contenido-y-experiencia-de-usuario/',\n",
       "   'https://www.udemy.com/course/lessentiel-du-webdesign-en-3h-chrono/',\n",
       "   'https://www.udemy.com/course/curso-do-figma-ao-codigo-o-design-da-interface-web-completo/',\n",
       "   'https://www.udemy.com/course/aprende-diseno-de-interfaz-con-figma/',\n",
       "   'https://www.udemy.com/course/master-web-mobile-design-figma-uiux-essentials-more/',\n",
       "   'https://www.udemy.com/course/ux-design-from-beginner-to-professional-ux-designer-4-in-1/']},\n",
       " 'backend engineer': {'links': ['https://www.udemy.com/course/django-python-advanced/',\n",
       "   'https://www.udemy.com/course/software-developer-masterclass/',\n",
       "   'https://www.udemy.com/course/the-ai-engineer-course-complete-ai-engineer-bootcamp/',\n",
       "   'https://www.udemy.com/course/fundamentals-of-backend-communications-and-protocols/',\n",
       "   'https://www.udemy.com/course/nestjs-masterclass-complete-course/',\n",
       "   'https://www.udemy.com/course/software-testing-masterclass-from-novice-to-expert/',\n",
       "   'https://www.udemy.com/course/software-development-and-it-complete-guide-to-key-concepts/',\n",
       "   'https://www.udemy.com/course/google-cloud-certification-associate-cloud-engineer/',\n",
       "   'https://www.udemy.com/course/backend-master-class-golang-postgresql-kubernetes/',\n",
       "   'https://www.udemy.com/course/aws-amplify-studio-masterclass/',\n",
       "   'https://www.udemy.com/course/understanding-nodejs-core-concepts/',\n",
       "   'https://www.udemy.com/course/nestjs-zero-to-hero/',\n",
       "   'https://www.udemy.com/course/backend-engineering-with-django-core-concepts-level-1/',\n",
       "   'https://www.udemy.com/course/nestjs-the-complete-developers-guide/',\n",
       "   'https://www.udemy.com/course/python-on-the-back-end-for-beginners-http-server/',\n",
       "   'https://www.udemy.com/course/nodejs-the-complete-guide/',\n",
       "   'https://www.udemy.com/course/fundamentals-of-networking-for-effective-backend-design/',\n",
       "   'https://www.udemy.com/course/latest-gcp-ace-google-associate-cloud-engineer-practice-exams-tests/',\n",
       "   'https://www.udemy.com/course/nestjs-microservices-build-deploy-a-scaleable-backend/',\n",
       "   'https://www.udemy.com/course/django-python/']},\n",
       " 'frontend engineer': {'links': ['https://www.udemy.com/course/the-ai-engineer-course-complete-ai-engineer-bootcamp/',\n",
       "   'https://www.udemy.com/course/front-end-web-development-complete-guide-step-by-step/',\n",
       "   'https://www.udemy.com/course/front-end-web-development/',\n",
       "   'https://www.udemy.com/course/msk-frontend-system-design-interview-guidance/',\n",
       "   'https://www.udemy.com/course/web-design-html-css-js/',\n",
       "   'https://www.udemy.com/course/google-cloud-certification-associate-cloud-engineer/',\n",
       "   'https://www.udemy.com/course/vuejs-2-the-complete-guide/',\n",
       "   'https://www.udemy.com/course/web-projects-with-vanilla-javascript/',\n",
       "   'https://www.udemy.com/course/latest-gcp-ace-google-associate-cloud-engineer-practice-exams-tests/',\n",
       "   'https://www.udemy.com/course/aws-data-engineer/',\n",
       "   'https://www.udemy.com/course/web-developer-course/',\n",
       "   'https://www.udemy.com/course/complete-guide-to-front-end-web-development-and-design/',\n",
       "   'https://www.udemy.com/course/the-frontend-developer-career-blueprint-the-shortcuts/',\n",
       "   'https://www.udemy.com/course/full-stack-web-development-bootcamp/',\n",
       "   'https://www.udemy.com/course/aws-certified-machine-learning-engineer-associate-mla-c01/',\n",
       "   'https://www.udemy.com/course/ultimate-front-end-web-development-course/',\n",
       "   'https://www.udemy.com/course/frontend-architecture-and-patterns/',\n",
       "   'https://www.udemy.com/course/safe-release-train-engineer-rte-safe-6-exams/',\n",
       "   'https://www.udemy.com/course/databricks-certified-data-engineer-associate/',\n",
       "   'https://www.udemy.com/course/webpack-from-beginner-to-advanced/']},\n",
       " 'team leading': {'links': ['https://www.udemy.com/course/the-new-manager-managing-people-teams-processes/',\n",
       "   'https://www.udemy.com/course/team-kata/',\n",
       "   'https://www.udemy.com/course/leading-managing-people-effectively-course/',\n",
       "   'https://www.udemy.com/course/team-leadership-facilitation-and-communication-essentials/',\n",
       "   'https://www.udemy.com/course/from-developer-to-team-lead-effective-dev-team-leading/',\n",
       "   'https://www.udemy.com/course/roadmap-to-leadership/',\n",
       "   'https://www.udemy.com/course/leadership-team-management-developing-people-skills/',\n",
       "   'https://www.udemy.com/course/leading-virtual-teams-a-quick-course/',\n",
       "   'https://www.udemy.com/course/inspirational-leadership/',\n",
       "   'https://www.udemy.com/course/leadership-and-lean-management-masterclass/',\n",
       "   'https://www.udemy.com/course/leading-hybrid-and-remote-teams/',\n",
       "   'https://www.udemy.com/course/practical-leadership/',\n",
       "   'https://www.udemy.com/course/hybrid-teams/',\n",
       "   'https://www.udemy.com/course/virtual-team-culture/',\n",
       "   'https://www.udemy.com/course/managing-diverse-teams-leading-across-cultures/',\n",
       "   'https://www.udemy.com/course/new-manager/',\n",
       "   'https://www.udemy.com/course/how-to-lead-effective-meetings/',\n",
       "   'https://www.udemy.com/course/leadership-leading-not-in-charge/',\n",
       "   'https://www.udemy.com/course/growth-team/',\n",
       "   'https://www.udemy.com/course/leadership-skills-workplace/']},\n",
       " 'time management': {'links': ['https://www.udemy.com/course/productivity-and-time-management/',\n",
       "   'https://www.udemy.com/course/do-more-stress-less/',\n",
       "   'https://www.udemy.com/course/time-management-master/',\n",
       "   'https://www.udemy.com/course/practical-time-management-nabielec/',\n",
       "   'https://www.udemy.com/course/time_task_management/',\n",
       "   'https://www.udemy.com/course/time-management-prioritization-and-productivity/',\n",
       "   'https://www.udemy.com/course/complete-time-management-course-raise-personal-productivity/',\n",
       "   'https://www.udemy.com/course/productivity-10x-productivity/',\n",
       "   'https://www.udemy.com/course/productivity-time-management-masterclass/',\n",
       "   'https://www.udemy.com/course/ultimate-productivity-and-time-management-course/',\n",
       "   'https://www.udemy.com/course/the-complete-personal-development-course/',\n",
       "   'https://www.udemy.com/course/productivity-and-time-management-strategies/',\n",
       "   'https://www.udemy.com/course/mastering-productivity-time-management-and-goal-setting/',\n",
       "   'https://www.udemy.com/course/effective-time-and-stress-management-strategies/',\n",
       "   'https://www.udemy.com/course/master-time-management-and-productivity/',\n",
       "   'https://www.udemy.com/course/time-management-best-practices-training/',\n",
       "   'https://www.udemy.com/course/time-management-productivity-stress-less-accomplish-more/',\n",
       "   'https://www.udemy.com/course/time-management-for-students-professionals-entrepreneurs/',\n",
       "   'https://www.udemy.com/course/productivity-time-management-course/',\n",
       "   'https://www.udemy.com/course/leadership-and-lean-management-masterclass/']},\n",
       " 'meetings management': {'links': ['https://www.udemy.com/course/leading-effective-meetings-you-can-lead-effective-meetings/',\n",
       "   'https://www.udemy.com/course/make-meetings-work-tackle-time-management-troubles/',\n",
       "   'https://www.udemy.com/course/meetings-management/',\n",
       "   'https://www.udemy.com/course/running-effective-meetings/',\n",
       "   'https://www.udemy.com/course/meeting-productivity/',\n",
       "   'https://www.udemy.com/course/effective-meetings-for-management-consultants-analysts/',\n",
       "   'https://www.udemy.com/course/project-management-how-to-run-meetings-document-minutes/',\n",
       "   'https://www.udemy.com/course/learn-how-to-write-effective-minutes-of-meeting/',\n",
       "   'https://www.udemy.com/course/project-management-applied-soft-skills-for-managers/',\n",
       "   'https://www.udemy.com/course/manage-project-communications-impeccably-6-pdus-pmi-pmp_project_guard/',\n",
       "   'https://www.udemy.com/course/management-skill/',\n",
       "   'https://www.udemy.com/course/team-leader-fundamentals-for-new-and-developing-team-leaders/',\n",
       "   'https://www.udemy.com/course/mastering-meetings-time-management/',\n",
       "   'https://www.udemy.com/course/techtomanager/',\n",
       "   'https://www.udemy.com/course/time_task_management/',\n",
       "   'https://www.udemy.com/course/master-communication-skills-collaborative-conversations/',\n",
       "   'https://www.udemy.com/course/business-english-management-and-leadership/',\n",
       "   'https://www.udemy.com/course/time-management-for-students-professionals-entrepreneurs/',\n",
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      "{'topic': 'communication', 'title': 'The Complete Communication Skills Master Class for Life', 'subtitle': 'Communication Skills for Persuasion, Assertiveness and All Business Communication Needs', 'key_learnings': ['Communicate Confidently in All Business and Personal Situations', 'Communicate in An Understandable Manner', 'Communicate in A Memorable Way', 'Communicate and Influence People', 'How to Master Every Communications Opportunity', 'Changes lives by communicating professionally'], 'link': 'https://www.udemy.com/course/the-complete-communication-skills-master-class-for-life/'}\n",
      "communication https://www.udemy.com/course/communication-fundamentals-how-to-communicate-better/\n",
      "{'topic': 'communication', 'title': 'Communication Fundamentals: How To Communicate Better', 'subtitle': 'Become an Effective Communicator And Learn How to Get Your Message Across By Learning Communication Fundamentals', 'key_learnings': ['Effectively communicate', 'Communicate with different personalities'], 'link': 'https://www.udemy.com/course/communication-fundamentals-how-to-communicate-better/'}\n",
      "communication https://www.udemy.com/course/foundations-to-communication-mastery/\n",
      "{'topic': 'communication', 'title': 'Foundations to Communication Mastery', 'subtitle': 'Learn how to amplify the best parts of you.', 'key_learnings': [\"Learn that great communication skills are not complex, they are simple. Don't fall for the illusion of complexity.\", 'Learn 5 core vocal foundations that will help you become more engaging, influential and impactful.', 'Learn how to use your vocal foundations to build rapport FAST.', 'Learn a powerful self awareness technique to help you instantly improve the way you communicate!'], 'link': 'https://www.udemy.com/course/foundations-to-communication-mastery/'}\n",
      "communication https://www.udemy.com/course/assertive-communication-skills-masterclass/\n",
      "{'topic': 'communication', 'title': 'Assertive Communication Skills Masterclass', 'subtitle': 'Assertive Communication Skills for Business & Social Life. Speak Confidently. Set Boundaries. Difficult conversations.', 'key_learnings': ['How to be more assertive at work and in life!', \"Understand your natural communication style and know if you're assertive or not.\", 'Overcome your fears and limiting beliefs about being assertive.', 'Move from being a passive communicator to a confident, assertive communicator.', 'Say “no” and establish boundaries without feeling guilty.', 'Make clear requests to your team members, friends and family.', 'Disagree assertively and know how to react when somebody disagrees with you.', 'Speak confidently and become visible in group situations.', 'Be an engaging conversation partner in one-on-one conversations.', 'Honestly and confidently express what you think, feel and want without holding back.', 'Learn body language to support your assertive verbal message.', 'Deal with difficult situations with ease.'], 'link': 'https://www.udemy.com/course/assertive-communication-skills-masterclass/'}\n",
      "communication https://www.udemy.com/course/effective-communication-in-the-workplace/\n",
      "{'topic': 'communication', 'title': 'Effective Communication in the Workplace', 'subtitle': 'Business Communication Training', 'key_learnings': ['Basic communication methods and patterns, like using your voice to control the conversation', 'How to become a valuable and comprehensive conversational partner for others and how to limit potential for conflict', 'Establish power and control in any relationship, so you can use that power to direct the relationship in the direction you choose'], 'link': 'https://www.udemy.com/course/effective-communication-in-the-workplace/'}\n",
      "communication https://www.udemy.com/course/how-to-speak-up-at-meetings/\n",
      "{'topic': 'communication', 'title': 'Workplace Communication: You Can Speak Up at Meetings!', 'subtitle': 'You Can Learn to Speak up At Anytime Knowing how To Look and Sound Your Best in Meetings', 'key_learnings': ['Speak up at meetings', 'Project confidence when speaking in front of others', 'Gather your thoughts quickly in order to offer impromptu comments', 'Rehearse comments for meetings'], 'link': 'https://www.udemy.com/course/how-to-speak-up-at-meetings/'}\n",
      "communication https://www.udemy.com/course/master-communication-skills/\n",
      "{'topic': 'communication', 'title': 'Communication Skills - 11 Communication Courses In 1', 'subtitle': 'Master Communication Skills: Learn Persuasion, Negotiation, Body Language, Emotional Intelligence And More!', 'key_learnings': ['Develop your communication skills to effectively express your thoughts and ideas in any context.', 'Learn to convincingly put forth your arguments and sway opinions in your favor.', 'Acquire the skills to make a lasting impact and influence those around you in personal and professional settings.', 'Improve your social skills to build stronger relationships and network more effectively.', 'Gain expertise in negotiation strategies to arrive at mutually beneficial outcomes in any situation.', \"Understand and interpret body language to gain deeper insights into people's thoughts and feelings.\", 'Cultivate the ability to recognize, understand, and manage your emotions and the emotions of others.', 'Learn to deliver compelling and impactful speeches that captivate your audience.', 'Master media communication, boost confidence and authority, resonate with audiences, and effectively structure content for maximum impact.', 'Master the art of meaningful feedback: understand its importance, prepare effectively, and learn impactful styles and techniques for giving feedback', 'Master the nuances of virtual communication to effectively connect and collaborate in digital environments.', 'Learn to craft and deliver compelling pitches: Captivate attention, address needs, use persuasive language, and passionately convey your ideas.', 'Master cross-cultural communication: Recognize cultural values, adapt to diverse settings, and navigate international negotiations & conflicts.'], 'link': 'https://www.udemy.com/course/master-communication-skills/'}\n",
      "communication https://www.udemy.com/course/communication-skills-become-a-superstar-communicator/\n",
      "{'topic': 'communication', 'title': 'The Communication Skills and Social Intelligence Masterclass', 'subtitle': 'An essential guide to cultivating influential people skills, communication skills and street-smart social intelligence.', 'key_learnings': ['Identify the importance and benefits of gaining influential communication skills.', 'Interact with other people with unconditional acceptance and without prejudice.', 'How to connect and interact with people in an authentic and interesting way.', 'Achieve a healthy sense of social confidence and eradicate social insecurity.', \"Identify how different cultures affect people's attitudes, habits and behaviour.\", 'Communicate with a sense of assertiveness, transparency and self-assurance.', 'How to manage challenging people, give honest feedback and handle criticism.', 'Easily and accurately convey your thoughts, feelings, and information to others.', 'Understand the importance of body language and other paralinguistic aspects.', 'And much, much more.'], 'link': 'https://www.udemy.com/course/communication-skills-become-a-superstar-communicator/'}\n",
      "communication https://www.udemy.com/course/high-impact-communication-skills/\n",
      "{'topic': 'communication', 'title': 'Communication, Leadership & Management - 3 in 1 Masterclass', 'subtitle': 'Learn Communication &amp; Leadership Skills For Inspiration, Success In Life, Work PLUS Management Skills For Career Success', 'key_learnings': ['The power of story-telling to tap into human emotions so your message has more impact & retention', 'Boost your leadership with Mindfulness, Goal Setting, Time Management, Success Mindset & Emotional Intelligence', 'The importance of clarity in all types of communications to ensure the highest impact for your audience', \"Email management practices that will help you get on top of your inbox and stand out in other people's inboxes\", 'Practical things you can do in online meetings to stand out and demonstrate engagement and contribution', 'Group communications such as Whatsapp groups and smaller audiences that use efficient, digital communications', 'Larger scale messaging such as for events and getting big groups of people to take action', 'Verbal communication in 1:1 settings, meetings and other contexts when it still matters what you say and how you say it', 'The \"hero\\'s quest\" story telling pattern and how you should make your audience the hero of your story', 'The difference in communicating messages across social media platforms like Twitter, Instagram, Facebook etc', 'The preview principle for writing emails that people will read, receive your message and take action', 'How to write emails that have attachments to avoid \"lazy email etiquette\" and ensure you deliver value to your recipient', 'The importance of writing with clear action words as verbs and nouns (person, place, thing) as subjects', \"Don't start processing email at the beginning of the day because this wasting good thinking time on administrative activity\", 'The 3 sentence rule for composing emails to ensure you get your message across with high impact and retention', 'Calls to action in emails and practical steps to ensure that people know what they need to do as part of a plan', 'Switch your camera on when you are introducing yourself or presenting in online meetings', 'Use the chat feature in online meetings with context and proper intent to engage meaningfully', 'The importance of good slide design and well prepared presentations in online meetings', 'Only communicate something on a group messaging environment which is useful for everyone', 'Use the group description to provide the rules of the group to everyone with principles for engagement', 'Principles of digital citizenship like authenticity, respect, humility and the importance of communicating as a digital citizen', 'Understand the different intentions and audience expectations of various social media platforms', \"The importance of managing your audience's expectations when you communicate in different channels\", 'Communicating with large groups of people by diversifying your messaging and increasing frequency closer to action', 'Verbal communication with your boss, co-workers, meetings and larger groups of people', 'Listen to understand, not to form your reply and try and use the word \"done\" as often as possible to build credible messaging', 'How you can lead without authority or being a manager of other people', 'The importance of being centred in your own life to develop self-leadership', 'Leadership skills to help you have more impact and influence', 'Practising self-leadership by living and acting independently', 'How to be a leader of self before you can leader other people', 'Small group leadership that is built on relationships and trust', 'How to lead large groups of people consisting of multiple teams', 'How to act now to ensure a successful journey of leadership', 'Improve your own success by lifting and serving others to achieve more', 'The first practice of self-leadership is to control your thoughts', 'Develop thoughts that are positive, uplifting and contribute to the world', 'Avoid self-doubt, hesitant thinking and wavering thought processes', 'Practice public praise and private criticism with deep understanding of others', 'Being able to take meaningful initiative is critical for self-leadership', 'Convert positive, purpose driven thinking into self-directed action', 'Achieve more by worrying less about who gets the credit', 'Be intrinsically motivated to become a better leader of self & others', 'Develop a growth mindset to learn from challenges & see opportunities', 'How Nelson Mandela was inspired by Invictus \"I am the master of my fate\"', '\"Mastering others is strength, mastering yourself is true power\" Art Of War', 'Leadership of small groups and teams of people in the workplace', 'How to build relationships in small teams by being vulnerable & authentic', 'Be obsessively helpful to other people in a group to increase leadership', \"Lead by serving other people to achieve their goals as part of the team's purpose\", 'Communicate and act in a broader context and vision than the group', 'Learn to see the value the team creates and lift people to work towards it', 'In formal positions of leadership, make time to lead and invest in skills', 'Delegate your own work to empower your team and prevent overload', 'Make time for other people and ensure you are approachable', \"Build people's confidence by recognising all contributions and role players\", 'Create an empowering environment in which the team can self-organise', 'Help the team to become independent of you for decisions & direction', 'Leading large groups of multiple teams requires you to lead leaders', 'Empower your management team to be authentic and express their own style', 'Display servant leadership and be self-critical in front of others', 'Proactively ask for specific feedback from people to drive engagement', \"Don't undermine people's trust by encouraging blame and fault finding\", \"Don't sweat the small stuff when you lead large groups of people\", 'Inspire people above their day to day workload and challenges', 'Leadership styles, the benefit of each leadership style, and how to use different styles in different team scenarios and situations', 'Autocratic, Authoritative, Pace-Setting, Democratic, Coaching, Affiliative, and Laissez-Faire Style of Leadership', 'Empathy, the benefits of leading with empathy, and the strategy to lead effectively with empathy', 'Compassion, Emotional Intelligence, Open & Transparent Communication, Active Listening, and Optimism are covered to help you lead with empathy', 'Action, learn how to lead with action centric leadership and use action to produce results', 'Learn how to be an action-minded leader, organise teams, and inspire everyone to take action', 'Diversity, use the power of diversity to drive innovation, creativity, performance, and personal growth', 'Learn to be an inclusive leader and to encourage diversity. Learn from our real life examples of working in diverse teams, cultures, and countries', 'Ethics, the importance of ethical leadership and traits of an ethical leader, as well as consequences of failure of ethics', 'Principles of ethical leadership such as Honesty, Justice, Respect, Community, Integrity, and Appropriate Conduct.', 'Resilience, the characteristics of resilient leaders, and the strategies and prices of resilient leadership', 'Resilient leadership strategies, such as Perspective, Emotional Intelligence, Exercise, Overcoming Fears, Driving Forces, Business Rules & Breathe', 'Skills, Story-telling, and Self-Leadership, learn the power of communicating and connecting using stories. Connect with a vision using your emotions', 'Learn what makes a great leader, including vulnerability, blanking intelligence and emotional quotient, giving autonomy, and lifting team to a higher purpose', 'High performing business leaders, that have set examples in Leadership and we can learn from their best practices and accomplishments', 'Learn from business leaders like Elon Musk, Jamie Dimon, Steve Jobs, Bill Gates, Ray Kroc, Andrew Carnegie, Walt Disney, Henry Ford, Warren Buffet', 'Inspiring authors of leadership, books on leadership that contain years of experience and learnings to help us learn the best practices of leadership', 'Learn from best leadership books such as dare to lead, no bullshit leadership, leaders eat last, strengths-based leadership, no rules rules, and many more', 'People, we can learn from leaders who have led revolutions and inspired millions, their style of leadership will help us inspire and motivate our teams', 'We cover leaders from real life locations such as Lord Admiral Nelson, Sir Winston Churchill, Nelson Mandela, Mahatma Gandhi, Abraham Lincoln, and many more', 'Brevity in communications and the importance of cutting back words and unnecessary content in your message'], 'link': 'https://www.udemy.com/course/high-impact-communication-skills/'}\n",
      "communication https://www.udemy.com/course/clear-concise-confident/\n",
      "{'topic': 'communication', 'title': 'Communication Skills: Become Clear, Concise, Confident', 'subtitle': 'Learn to sound more credible and and convincing with this hands-on course.', 'key_learnings': ['Make your messages more clear so they cut through and have an impact.', 'Learn to sound more confident and crisp by sharpening your messages.', 'Learn some simple nonverbal techniques to make you look and sound more confident.'], 'link': 'https://www.udemy.com/course/clear-concise-confident/'}\n",
      "communication https://www.udemy.com/course/business-communication-skills-eq-intelligent-interactions/\n",
      "{'topic': 'communication', 'title': 'Business Communication Skills: EQ Intelligent Interactions', 'subtitle': 'Elevate Your Business Communication Skills for Success. Learn to Master the Art of Emotionally Intelligent Interactions', 'key_learnings': ['Business Communication', 'Congruent Communication', 'Emotional Intelligence', 'Behavioral Principles', 'Focused Conversation Planning', \"The 5 C's of Effective Communication\", 'Business Communication Skills'], 'link': 'https://www.udemy.com/course/business-communication-skills-eq-intelligent-interactions/'}\n",
      "communication https://www.udemy.com/course/communication-skills-for-beginners-d/\n",
      "{'topic': 'communication', 'title': 'Communication Skills for Beginners', 'subtitle': 'Start Building Your Communication Skills Now', 'key_learnings': ['Communicate effectively to individuals and small groups', 'Deliver presentations', 'Display basic public speaking skills', 'Communicate messages in an understandable and memorable way', 'Demonstrate mastery of all basic communication skills', 'Learn to master fear of public speaking and presenting', 'Pitching yourself', 'Virtual presentations'], 'link': 'https://www.udemy.com/course/communication-skills-for-beginners-d/'}\n",
      "communication https://www.udemy.com/course/communication-skills-101-mastering-communication-strategies/\n",
      "{'topic': 'communication', 'title': 'Communication Skills 101: Mastering Communication Strategies', 'subtitle': 'Essential Tools for Building Stronger Connections', 'key_learnings': ['Definition of Communication Skill and its Importance', 'Verbal Communication and Nonverbal Communication', 'Written Communication and Presentation', 'Writing for Online Platforms', 'Interpersonal Communication and Building Relationships', 'Managing Conflict and Difficult Conversations', 'Virtual Meetings and Remote Work', 'Communication Styles and Strategies', 'Communication Skills in the Digital Age and Online Communication', 'Case Studies and Practice', 'Tips for continuing to improve your communication skills'], 'link': 'https://www.udemy.com/course/communication-skills-101-mastering-communication-strategies/'}\n",
      "communication https://www.udemy.com/course/professional-communication-and-business-writing/\n",
      "{'topic': 'communication', 'title': 'Business Communication Skills: Business Writing & Grammar', 'subtitle': 'Professional communication skills: Business writing, English grammar, business English, email, and presentations skills', 'key_learnings': ['Make communication a STRENGTH that propels your CAREER forward!', 'Impress managers and co-workers with your writing!', 'Express your ideas clearly, and get your ideas heard and respected!', 'Stop making English writing and grammar errors that hold you back', '100+ exercises and quiz questions to reinforce what you learn', 'Learn complete business grammar and business English', 'Make your written communication more professional', 'Improve your email communication skills', 'Make all your professional writing more clear, with perfect grammar, and word choice', 'Practice writing a business letter or a cover letter', 'Improve communication during conflict resolution skills', 'Learn meeting communication skills', 'Report writing skills', 'Presentation skills and creating storytelling presentations', 'Business proposal writing', 'Effective ways to learn English vocabulary', 'Advanced English writing and sophisticated word choice', 'WORLD-CLASS student support: I answer 99% of student questions within 24 hours', 'PERSONALIZED HELP from the instructor: Join OFFICE HOURS Zoom call with the instructor and students to ask questions directly'], 'link': 'https://www.udemy.com/course/professional-communication-and-business-writing/'}\n",
      "communication https://www.udemy.com/course/communication-skills-for-the-global-workplace/\n",
      "{'topic': 'communication', 'title': 'Communication Skills for the Global Workplace', 'subtitle': 'Practical Communication Skills', 'key_learnings': ['How to influence', 'How to write emails that get replies', 'How to present with confidence', 'How to communicate with different cultures', 'How to manage conflict', 'How to have difficult conversations'], 'link': 'https://www.udemy.com/course/communication-skills-for-the-global-workplace/'}\n",
      "communication https://www.udemy.com/course/communication-skills-the-complete-guide-oral-written-body/\n",
      "{'topic': 'communication', 'title': 'The Complete Business Communication Skills Masterclass', 'subtitle': 'Oral, Body, and Writing Communication. Master Public Speaking and Business Communication Skills and Get 3 EXTRA Courses.', 'key_learnings': ['Move from being shy to having a high communication standard with POWER and CONTROL over situations.', 'Communicate with CONFIDENCE and CLARITY in any situation in your professional and personal life.', 'INFLUENCE people through your communication.', 'IMPACT people and have control over the IMPRESSION they will have of you.', 'Master communication TECHNIQUES and PATTERNS that will accelerate your GROWTH and RESULTS.', \"Use STORYTELLING, the secret to holding people's attention in all your speeches and presentations.\", 'PERSUADE people so that they want to do what you do is proposing', 'WRITE emails and create efficient reports', 'Develop a striking and persuasive BODY LANGUAGE'], 'link': 'https://www.udemy.com/course/communication-skills-the-complete-guide-oral-written-body/'}\n",
      "communication https://www.udemy.com/course/soft-skills-masterclass/\n",
      "{'topic': 'communication', 'title': 'Soft Skills Masterclass - 5 in 1, Communication, Leadership', 'subtitle': 'Soft Skills Training | Leadership | Teamwork | Communication | Problem Solving | Negotiation | Soft Skills |', 'key_learnings': ['Master The Art Of Soft Skills: Boost Your Career And Personal Growth', 'Communicate With Confidence: Develop Interpersonal Skills That Matter', 'Lead With Purpose: Transform Into A Charismatic & Effective Leader', 'Work Smarter, Not Harder: Learn The Power Of Teamwork & Collaboration', 'Conflict Resolution: Learn To Handle Challenges With Ease & Grace'], 'link': 'https://www.udemy.com/course/soft-skills-masterclass/'}\n",
      "communication https://www.udemy.com/course/the-communication-masterclass/\n",
      "{'topic': 'communication', 'title': 'Communication Skills Masterclass - Your Communication Guide', 'subtitle': 'Communication Skill For Business Communication &amp; Effective Communication In Workplace &amp; Relationships.', 'key_learnings': ['Learn Theories, Models, and Principles Of Communication', 'Learn Oral Communication Best Practices, Techniques, and Tips', \"Understand the Concept Of 'Noise' in Communication\", \"Learn the 7C's Of Communication Along with Bonus C's\", 'Take Inspiration from Excellent Communicators and Learn their Techniques'], 'link': 'https://www.udemy.com/course/the-communication-masterclass/'}\n",
      "communication https://www.udemy.com/course/essential-communication-skills-for-professionals/\n",
      "{'topic': 'communication', 'title': 'Communication Skills for Professionals', 'subtitle': 'Learn the Top 5 essential communication skills that every professional should put into practice.', 'key_learnings': ['Learn to be more concise', 'Learn to communicate more clearly', 'Learn how to listen effectively', 'Learn how to build positive relationships', 'Learn how to collaborate to solve problems (introduction)'], 'link': 'https://www.udemy.com/course/essential-communication-skills-for-professionals/'}\n",
      "communication https://www.udemy.com/course/the-art-of-persuasive-communication-for-beginners/\n",
      "{'topic': 'communication', 'title': 'Communication  Skills: Art of Persuasive Communication', 'subtitle': 'Learn to craft your message in a compelling way that moves your listeners.', 'key_learnings': ['How to Customize a Persuasive Message for a Specific Audience', 'How to Create More Identification with Your Listeners', 'How to Boost your Credibility', 'How to Appeal to Listeners Minds and Emotions', 'How to Design your Message Points for Maximum Persuasiveness', 'How to be More Persuasive in an Ethical Way', 'Note: This is not a sales course. You will not learn any hard selling or closing techniques.'], 'link': 'https://www.udemy.com/course/the-art-of-persuasive-communication-for-beginners/'}\n",
      "interfaces design https://www.udemy.com/course/ux-design-disenador-ux-de-cero-a-profesional-2021/\n",
      "{'topic': 'interfaces design', 'title': 'Diseño UX: experiencia de usuario UX/UI + Figma 2024', 'subtitle': 'Aprende, conoce y aplica técnicas de User Experience Design y Design Thinking - Curso UX UI Design + Diseño Web y Mobile', 'key_learnings': ['Sea contratado como diseñador UX o conviértase en un profesional independiente', 'Podrás añadir \"Diseñador UX\" a tu CV', 'A planificar, hacer la estrategia y crear un producto analógico o digital', 'Tendrás un proyecto para añadir a tu portfolio', 'UX Research', 'Usability Testing', 'Construir y testear tus diseños', 'A diseñar una propuesta de valor en base a las necesidades del cliente y el usuario', 'Analizar el mercado y las áreas de oportunidad e innovación', 'A realizar encuestas, entrevistas y distintas técnicas para entender el problema', 'User flows y arquitectura de la información', 'La importancia de la usabilidad por sobre la estética', 'Prototipado en baja, media y alta fidelidad', 'Prototipado rápido y creación de wireframes', 'Patrones de diseño y de navegación', 'Evaluación del prototipo y pruebas de usabilidad', 'Herramientas de medición, Analytics y heatmaps', 'Utilizar el software Figma desde cero', 'Construir y testear una página web o aplicación móvil', 'Todas las técnicas usadas en la industria del UX', 'Diseño Visual', 'Evaluación heurística'], 'link': 'https://www.udemy.com/course/ux-design-disenador-ux-de-cero-a-profesional-2021/'}\n",
      "interfaces design https://www.udemy.com/course/design-rules/\n",
      "{'topic': 'interfaces design', 'title': 'DESIGN RULES: Principles + Practices for Great UI Design', 'subtitle': 'Learn to design powerful user interfaces for apps, sites and systems', 'key_learnings': ['Learn to create useful, usable and visually compelling UI design for any kind of app, site or system.', 'Learn how to properly balance form and function', 'Learn the critical rules for designing on small screens and mobile devices', 'Learn how to effectively organize and economize visual information', 'Learn how to apply the principle of Balance to create visual order', 'Learn how to apply the principle of Rhythm to establish and reinforce comprehension', 'Learn how to apply the principle of Harmony to shape disparate UI elements into a unified, consistent experience', 'Learn how to apply the principle of Dominance to direct user focus and enhance UX', \"Learn how to apply the principle of Alignment to lead the user's eye and speed task completion\", \"Learn how to apply the principle of Proximity to signal relationships between screen elements and decrease users' cognitive effort\", 'Learn to communicate with color, typography and imagery in the UI', 'Learn how color communicates and influences interaction', 'Learn how to choose the right colors for any UI design', 'Learn how to apply contrast properly to guide users and call attention to critical UI elements and interactions', 'Learn how to determine whether or not color and contrast are appropriate', 'Learn and apply the fundamentals of typography as a design element', 'Learn how to choose the right fonts and design appropriately with them', 'Learn and apply 7 crucial rules for great typographic design', 'Learn and apply 5 rules for choosing the right imagery', \"Learn and apply a core set of DOs and DON'Ts when designing with images\", 'Learn how to create and simplify visual cues that direct user focus and interaction', \"Learn the 3 kinds of data visualizations used in UI design and when they're appropriate\", 'Learn how the context of the data presented determines its visual form', 'Learn and apply 6 rules for great data design', 'Learn how to simplify visual information to clarify meaning and improve UX', 'Learn how to visually separate content from controls to make interactions easier for users to understand and act on', 'Walk away with a set of \"18 UI Design Mantras\" that you can apply to anything and everything you ever design!'], 'link': 'https://www.udemy.com/course/design-rules/'}\n",
      "interfaces design https://www.udemy.com/course/figma-design-interfaces/\n",
      "{'topic': 'interfaces design', 'title': 'Figma Design de interfaces do zero ao profissional 2024', 'subtitle': 'Aprenda a criar interface (UI) protótipos de sites e aplicativos com Figma do ABSOLUTO ZERO com projetos reais', 'key_learnings': ['Criar interfaces responsivas para qualquer dispositivo (mobile ou desktop)', 'Criar interfaces profissionais, desde todo processo ao protótipo final', 'Criar guia de estilo completo desde paleta de cores, componentes, tipografias.', 'Conceitos de design de interface e usabilidade. Tanto UI - UX.', 'Criar protótipos interativos de baixa e alta fidelidade.'], 'link': 'https://www.udemy.com/course/figma-design-interfaces/'}\n",
      "interfaces design https://www.udemy.com/course/diseno-uiux-diseno-visual-y-diseno-de-interfaz-con-figma/\n",
      "{'topic': 'interfaces design', 'title': 'Diseño UI: diseño visual y diseño de interfaz con Figma 2024', 'subtitle': 'Curso de UI/UX y Diseño Visual. Aprendé a diseñar páginas web y aplicaciones móviles funcionales y estéticas con Figma', 'key_learnings': ['A construir diseños funcionales y hermosos para web o aplicaciones móviles', 'Diseño responsivo para web y mobile', 'Principios del diseño', 'Principios como Unidad, Gestalt, Jerarquía, Balance, Contraste, Escala, Dominancia y más', 'Utilización de los colores, crear paletas y herramientas', 'Uitlizar Figma y crear prototipos', 'Design System & UI Kit', 'Convertirte en un Diseñador UI', 'Podrás añadir \"Diseñador UI\" a tu CV o Linkedin', 'Iconografía, recomendaciones y herramientas', 'Usabilidad y Accesibilidad', 'Buscar inspiración y cómo ser creativo', 'Patrones de diseño', 'Figma', 'Diseñar y utilizar Figma de forma profesional', 'Atomic Design', 'Tipografía', 'Grillas y columnas'], 'link': 'https://www.udemy.com/course/diseno-uiux-diseno-visual-y-diseno-de-interfaz-con-figma/'}\n",
      "interfaces design https://www.udemy.com/course/adobe-xd-cc-master/\n",
      "{'topic': 'interfaces design', 'title': 'Adobe XD - Máster: Diseño profesional de prototipos.', 'subtitle': 'Aprende a crear prototipos con Adobe XD, aplicando UX (experiencia de usuario) y UI design (diseño interfaz de usuario).', 'key_learnings': ['El flujo de trabajo del diseño de interfaz de usuario (UX design).', 'Crear y configurar documentos de Adobe XD.', 'Crear y editar elementos en Adobe XD.', 'Crear wireframes, diseños y prototipos.', 'Publicar prototipos para hacer pruebas de usuarios.', 'Exportar assets o recursos que pueden ser usados por desarrolladores.'], 'link': 'https://www.udemy.com/course/adobe-xd-cc-master/'}\n",
      "interfaces design https://www.udemy.com/course/adobe-xd-der-ui-ux-kurs-fur-app-web-softwaredesign/\n",
      "{'topic': 'interfaces design', 'title': 'Adobe XD Einfach & Komplett: Der große UI-/UX-Praxis-Kurs', 'subtitle': 'Gestalte atemberaubende User-Interfaces und Websites die geliebt werden! Designe und teste eigene Benutzeroberflächen.', 'key_learnings': ['Erstelle großartige App-Designs für iOs und Android', 'Werde User-Interface (UI) Designer und User-Experience (UX) Profi!', 'Lerne ohne Vorkenntnisse Web-, App- und Softwaredesign auf Profi-Niveau!', 'Im Prototyp-Modus kannst du jedes Design testen und deinen Kunden vorstellen!', 'Verwende großartige Wireframe-Kits für noch mehr Profi-Qualität!', 'Optimiere deinen Design-Workflow mit sinnvollen Erweiterungen für Adobe XD', 'Drei umfangreiche und praxisnahe Projekte für schnellen Lernerfolg!', 'Garantiert schnelle Design-Erfolge auch für Anfänger!'], 'link': 'https://www.udemy.com/course/adobe-xd-der-ui-ux-kurs-fur-app-web-softwaredesign/'}\n",
      "interfaces design https://www.udemy.com/course/figma-ux-ui-design-user-experience-tutorial-course/\n",
      "{'topic': 'interfaces design', 'title': 'Figma UI UX Design Essentials', 'subtitle': 'Use Figma to get a job in UI Design, User Interface, User Experience design, UX Design & Web Design', 'key_learnings': ['How to begin working as a UX Designer using Figma.', 'How to use Figma for Essential UX Design & UI Design', 'How to make fully interactive prototypes.', 'How to work with a UX personas.', 'You will be able to add UX designer to your CV.', 'Build a UX project from beginning to end.', 'What the client expects of you as a UX designer.', 'How to create simple wireframes.', 'How to implement colours & images properly in your designs.', \"The dos & don'ts around choosing fonts for web & mobile apps.\", 'How to create your own icons, buttons & other UI components.', 'Terms such as Components, Constraints & Multi Dimensional Variants.', 'Free UI kits & plugins for Figma which will speed up our workflow dramatically!', 'How to build a simple style guide, ready for client handoff.', 'How to make both simple & advanced micro interactions, page transitions & animations.', 'Learn to design websites & mobile phone apps.', 'Work with fonts & colors.', 'Test on mobile phones.', 'Export production ready assets.', 'Create your first UX brief & persona.', 'Learn professional workflow tricks & shortcuts.', 'Forum support from me and the rest of the BYOL crew.', 'All the techniques used by UX professionals', '111 videos of detailed Figma & UX & UI Design content.'], 'link': 'https://www.udemy.com/course/figma-ux-ui-design-user-experience-tutorial-course/'}\n",
      "interfaces design https://www.udemy.com/course/complete-web-designer-mobile-designer-zero-to-mastery/\n",
      "{'topic': 'interfaces design', 'title': 'Complete Web & Mobile Designer: UI/UX, Figma, +more', 'subtitle': 'Become a UX/UI Designer! Master Mobile and Web Design, User Interface + User Experience (UI/UX Design), HTML, and CSS', 'key_learnings': ['Build beautifully designed web and mobile projects for your customers using modern tools used by top companies in 2023', 'Get hired as a Designer or become a freelancer that can work from anywhere and for anyone. Designers are in high demand!', 'Includes 100+ assets and premium design templates that you can keep and use to customize for all your future projects', 'Master Figma for your design needs then learn to convert your designs into a live HTML an CSS website', 'Have an amazing design portfolio customized and professionally completed by the end of the course (we provide it for you!)', 'Master both Web and Mobile design principles and how to go from sketching to fully fledged high fidelity designs that will wow customers', 'Learn to design for all types of devices using Figma and other tools used by some of the top designers in the world', 'Learn to use HTML5 and CSS3 to make your designs come to life and create fully working websites', 'Learn best practices that takes years to learn in the design industry', 'Learn to make professional logos and design choices for all branding needs', 'Learn UI/UX best practices using the latest trends in the industry', 'Learn to be a designer as well as a web developer at the same time (a rare combination of skills that is in high demand)!'], 'link': 'https://www.udemy.com/course/complete-web-designer-mobile-designer-zero-to-mastery/'}\n",
      "interfaces design https://www.udemy.com/course/sketching-for-ux-designers/\n",
      "{'topic': 'interfaces design', 'title': 'Sketching for UX Designers - Boost UX work with pen & paper!', 'subtitle': 'Learn how to boost your UX design workflow with sketching user interfaces, animations and storyboarding.', 'key_learnings': ['By the end of the course, you will be able to sketch user interfaces, user flows, ui animations and storyboards. ', 'You will understand that you don’t need any artistic skills, sketching is about generating and communicating ideas.', 'This course is also a great starting point for other areas of visual thinking, like graphic facilitation or sketchnoting. '], 'link': 'https://www.udemy.com/course/sketching-for-ux-designers/'}\n",
      "interfaces design https://www.udemy.com/course/adobe-xd-para-quem-sabe-nada-de-adobe-xd/\n",
      "{'topic': 'interfaces design', 'title': 'Design de Interfaces com Adobe XD e Figma - UI/UX', 'subtitle': 'Aprenda o Adobe XD e o Figma de forma simples e rápida com este curso, abordando também os conceitos básicos de UI / UX', 'key_learnings': ['Este curso foi pensado para atender pessoas que nunca usaram o Adobe XD ou outro software de prototipagem.', 'Você aprenderá conceitos básicos da criação de protótipos usando o Adobe XD e o Figma.', 'Você aprenderá os fundamentos da interface do Adobe XD e do Figma.', 'Você aprenderá a transformar seus projetos Adobe XD em Figma.', 'Você criará um projeto completo usando o Figma.'], 'link': 'https://www.udemy.com/course/adobe-xd-para-quem-sabe-nada-de-adobe-xd/'}\n",
      "interfaces design https://www.udemy.com/course/profigma/\n",
      "{'topic': 'interfaces design', 'title': 'PRO FIGMA | UI DESIGN com Figma do Zero ao especialista 2024', 'subtitle': 'Domine 100% as ferramentas do Figma e crie interfaces profissionais e interativas com um professor Head de Design', 'key_learnings': ['Domine 100% a ferramenta do Figma em todas as suas skills para o aluno se integrar a qualquer equipe de desenvolvimento', 'Conheça todo o processo conceitual de Interface do usuário, história do Design e as novas tecnologias, além de conceitos de desenvolvimento APP e WEB', 'Participe da criação de um aplicativo de rede social junto com um Head de Design e viva a experiência como se já estivesse trabalhando em uma empresa.', 'Seja apto a atuar como UI Designer em qualquer equipe de alta performance ou até mesmo de liderar designers Júniors em projetos de aplicativos e sites.', 'Aprenderam a criar projetos inovadores do zero, não como em outros cursos que você aprende a copiar outros aplicativos e sites.', 'Crie facilmente protótipos avançados de sites e aplicativos com a mesma qualidade do mercado atual.', 'Aprenda todos os macetes de criação como, biblioteca de imagens, icons, vetores, cores e otimize seu projeto.', 'Exporte de maneira profissional para equipe de desenvolvimento e facilite o trabalho dos programadores.'], 'link': 'https://www.udemy.com/course/profigma/'}\n",
      "interfaces design https://www.udemy.com/course/creacion-de-interfaces-con-figma/\n",
      "{'topic': 'interfaces design', 'title': 'Creación de Interfaces con FIGMA', 'subtitle': 'Aprende a utilizar esta poderosa herramienta y cambia la manera de trabajar', 'key_learnings': ['Identificar, Conocer y usar las herramientas proporcionadas por FIGMA para realizar interfaces y otros elementos.', 'Usar la Herramienta Colaborativa de FIGMA para compartir tus diseño y recibir Feedback', 'Construir su propio Flujo de trabajo(Workflow) para realizar proceso creativo en FIGMA'], 'link': 'https://www.udemy.com/course/creacion-de-interfaces-con-figma/'}\n",
      "interfaces design https://www.udemy.com/course/bootcamp-diseno-ux-ui-aprende-design-thinking-y-figma/\n",
      "{'topic': 'interfaces design', 'title': 'Bootcamp diseño UX /UI: aprende Design Thinking y Figma', 'subtitle': 'Experiencia de usuario, de forma práctica desde la investigación UX hasta la creación de un prototipo navegable en Figma', 'key_learnings': ['Llevar el diseño de un producto digital desde la fase de investigación hasta la creación de un prototipo animado', 'Técnicas y herramientas como entrevistas, mapas de empatía, User Persona, escenarios, User Story Mapping, Customer Journey Maps, flujos UX, ...', 'Utilizar Figma de manera profesional', 'Realización de un proyecto práctico para afianzar todo lo aprendido', 'Diseño de interfaz: desde la definición de los wireframes hasta el diseño visual final', 'Diseño de interacción: teoría y práctica de cómo crear animaciones en un prototipo navegable', 'Design Thinking: cómo llevar un proyecto de diseño siguiendo las 5 fases del método de diseño más difundido en el mundo UX', 'Experiencia de usuario'], 'link': 'https://www.udemy.com/course/bootcamp-diseno-ux-ui-aprende-design-thinking-y-figma/'}\n",
      "interfaces design https://www.udemy.com/course/design-de-interfaces-especialista/\n",
      "{'topic': 'interfaces design', 'title': 'UI & UX Design de aplicativos e sites - Adobe XD e PSD 2024', 'subtitle': 'Acelere seu crescimento e torne-se um especialista em Design de Interfaces para Aplicativos e Sites com o Adobe XD.', 'key_learnings': ['Aprenderam a criar projetos inovadores do zero, não como em outros cursos que você aprende a copiar outros aplicativos e sites.', 'Crie facilmente protótipos avançados de sites e aplicativos com a mesma qualidade do mercado atual.', 'Aprenda todos os macetes de criação como, biblioteca de imagens, icons, vetores, cores e otimize seu projeto.', 'Exporte de maneira profissional para equipe de desenvolvimento e facilite o trabalho dos programadores.', 'Aprenda a criar usando como inspiração materiais como Material design do Google, Bootstrap, IONIC etc', 'Monte UI Kits e organize toda biblioteca de cores, fonts, ações para a equipe de desenvolvimento', 'Juntos iremos criar um portifólio e postar no Behance para dar publicidade aos projetos e começar a montar seu perfil profissional', 'Crie através do Prototype uma experiência incrível de apresentação como se já estivesse pronto seu projeto, e navegue através do seu celular.'], 'link': 'https://www.udemy.com/course/design-de-interfaces-especialista/'}\n",
      "interfaces design https://www.udemy.com/course/ux-writing-diseno-de-contenido-y-experiencia-de-usuario/\n",
      "{'topic': 'interfaces design', 'title': 'UX Writing: diseño de contenido y experiencia de usuario', 'subtitle': 'Da un salto a una disciplina nueva y comenzá a diseñar con palabras. Aprendé a escribir los textos de las interfaces.', 'key_learnings': ['Convertirte en un UX Writer', 'Sabrás cómo redactar cualquier tipo de texto de una interfaz, desde un botón hasta un mensaje de error', 'Hacer los textos escaneables y mejorar la usabilidad', 'La identidad verbal, la voz y el tono de una marca o cualquier producto digital', 'Dominarás la comunicación y cómo comunicarse de forma efectiva', 'Creación de Brief', 'Escribir contenido para landing pages, onboarding, diálogos, pop-up, tooltip, emails, mensajes y más', 'Escribir de forma breve, clara y útil', 'Redactar textos UX eficaces y a diseñar el contenido', 'Utilizar herramientas profesionales', 'Identificar problemas y poder mejorar el contenido en base a una estrategia'], 'link': 'https://www.udemy.com/course/ux-writing-diseno-de-contenido-y-experiencia-de-usuario/'}\n",
      "interfaces design https://www.udemy.com/course/lessentiel-du-webdesign-en-3h-chrono/\n",
      "{'topic': 'interfaces design', 'title': \"L'essentiel du web design en 3h chrono ! - UX & UI Design\", 'subtitle': \"L'indispensable pour concevoir & créer des interfaces web responsives, optimisées (UX) & esthétiques (UI) avec Photoshop\", 'key_learnings': ['Indispensable pour les débutants !  ||  Connaitre toutes les bases théoriques & pratiques essentielles du webdesign.', \"Créer des maquettes responsives optimisées et esthétiques de sites internet (ou d'app) de A à Z.\", \"Comprendre et savoir appliquer intelligemment les principes d'UX et d'UI dans vos différents projets\", \"Reconnaitre et créer les différents éléments d'une charte graphique (couleur, typographie...)\", 'Définition du web design et en quoi consiste le métier de web designer', 'Savoir composer des interfaces intelligemment en utilisant entre-autres des wireframes', 'Comprendre les enjeux et dessous du responsive design; et comment créer des interfaces responsive', 'Prendre en main un logiciel de création graphique : Photoshop', 'Présenter des maquettes et livrer les éléments graphiques pour leur intégration', 'Découvrir les autres demandes auquel doit savoir répondre un webdesigner', 'De nombreuses ressources et astuces pour vous aider dans votre pratique', \"Des conseils pratiques pour vous aider à passer à l'action\"], 'link': 'https://www.udemy.com/course/lessentiel-du-webdesign-en-3h-chrono/'}\n",
      "interfaces design https://www.udemy.com/course/curso-do-figma-ao-codigo-o-design-da-interface-web-completo/\n",
      "{'topic': 'interfaces design', 'title': 'Curso do FIGMA ao código. O design da interface web completo', 'subtitle': 'Construa Interfaces de usuários (UI) INCRÍVEIS com o FIGMA e transforme tudo em páginas na web com HTML e CSS', 'key_learnings': ['Figma', 'HTML', 'CSS', 'Desenvolvimento de Interfaces de usuário (UI)'], 'link': 'https://www.udemy.com/course/curso-do-figma-ao-codigo-o-design-da-interface-web-completo/'}\n",
      "interfaces design https://www.udemy.com/course/aprende-diseno-de-interfaz-con-figma/\n",
      "{'topic': 'interfaces design', 'title': 'Aprende diseño de interfaz (UI) con Figma', 'subtitle': 'Curso UX/UI. Aprende a utilizar Figma con este curso práctico. Diseña una app y crea un prototipo navegable y animado.', 'key_learnings': ['Diseño de interfaz de usuario aplicado a una app móvil.', 'Sabrás crear un prototipo navegable y animado.', 'Sabrás utilizar Figma de forma profesional, creando componentes y un sistema de diseño.', 'Construirás dos diseños de app y un prototipo navegable para incluirlos en tu portfolio personal.'], 'link': 'https://www.udemy.com/course/aprende-diseno-de-interfaz-con-figma/'}\n",
      "interfaces design https://www.udemy.com/course/master-web-mobile-design-figma-uiux-essentials-more/\n",
      "{'topic': 'interfaces design', 'title': 'Master Web & Mobile Design: Figma, UI/UX Essentials, +More', 'subtitle': 'Unlock UI/UX Design Mastery: Figma for Web &amp; Mobile Interfaces. Land Your Dream Job Now!', 'key_learnings': ['Master the fundamentals of UX Design using Figma.', 'Create interactive prototypes effortlessly with Figma.', 'Develop comprehensive UX projects from scratch.', 'Seamlessly integrate UX personas into your design process.', 'Enhance your CV by adding UX Design skills.', 'Gain insights into client expectations for UX Designers.', 'Craft effective wireframes for web and mobile applications.', 'Perfectly balance colors and images in your designs.', 'Navigate font selection for web and mobile apps with confidence.', 'Design custom icons, buttons, and UI components effortlessly.', 'Explore advanced Figma concepts like Components and Constraints.', 'Utilize free UI kits and plugins to boost productivity.', 'Construct concise style guides for client handoff.', 'Implement captivating micro-interactions and animations.', 'Master website and mobile app design principles.', 'Fine-tune typography and color schemes.', 'Ensure seamless mobile responsiveness through testing.', 'Generate production-ready assets with ease.', 'Create compelling UX briefs and personas.', 'Discover time-saving workflow tricks and shortcuts.', 'Access dedicated forum support from industry experts.', 'Learn the best practices employed by UX professionals.', 'Unlock career opportunities as a sought-after Designer or versatile freelancer, catering to clients worldwide.', 'Access over 100 assets and premium design templates, yours to customize for endless project possibilities.', 'Walk away with a polished design portfolio curated and provided to you upon course completion.', 'Design with versatility across various devices, utilizing Figma alongside industry-standard tools.', 'Acquire invaluable design insights and best practices condensed into a comprehensive course.', 'Create professional logos and execute branding strategies with confidence.', 'Navigate UI/UX terrain with ease, incorporating the latest industry trends into your designs.'], 'link': 'https://www.udemy.com/course/master-web-mobile-design-figma-uiux-essentials-more/'}\n",
      "interfaces design https://www.udemy.com/course/ux-design-from-beginner-to-professional-ux-designer-4-in-1/\n",
      "{'topic': 'interfaces design', 'title': 'UX Design- From Beginner to Professional UX Designer: 4-in-1', 'subtitle': 'Get proficient in building beautiful and appealing web and mobile interfaces (UI) with this complete UX design guide', 'key_learnings': ['Get to grips with UX best practices and incorporate them in your web design', 'Dive into learning user empathy understanding user-centered observation, building design, testing persona, and more', 'Understand human-centered observations and know how to engage in UX thinking', 'Get acquainted with user journey and task development techniques by building storyboarding templates and sketches', 'Learn low-fidelity sketching and prototypes', 'Discover UX scenarios, define, build, and write a UX scenario all by yourself', 'Explore ideation and sketching and how to generate ideas by understanding user and business needs'], 'link': 'https://www.udemy.com/course/ux-design-from-beginner-to-professional-ux-designer-4-in-1/'}\n",
      "backend engineer https://www.udemy.com/course/django-python-advanced/\n",
      "{'topic': 'backend engineer', 'title': 'Build a Backend REST API with Python & Django - Advanced', 'subtitle': 'Create an advanced REST API with Python, Django REST Framework and Docker using Test Driven Development (TDD)', 'key_learnings': ['Setting up a local development server with Docker', 'Writing a Python project using Test Driven Development', 'Building a REST API with advanced features such as uploading and viewing images', 'Creating a backend that can be used a base for your future projects or MVP', 'Hands on experience applying best practice principles such as PEP-8 and unit tests', 'Configure Travis-CI to automate code checks'], 'link': 'https://www.udemy.com/course/django-python-advanced/'}\n",
      "backend engineer https://www.udemy.com/course/software-developer-masterclass/\n",
      "{'topic': 'backend engineer', 'title': 'Complete Backend Development 2024 Bundle - Python Roadmap', 'subtitle': 'Become Self-Taught Python Developer - Backend Development in 2024 with Python, Django, SQLite3, Railway, GIT &amp; More!', 'key_learnings': ['Learn To Write Clean And Proper Python Code With Concept.', 'Learn About 4 Pillars Of Object Oriented Programming!', 'Learn How To Handle Error And Exceptions With Python', 'Learn about Django Apps, Templates, Models & Migrations.', 'Implement CRUD Functionality. (Create, Read, Update and Delete) on Applications', 'Learn about MVT (Model, View Template) for Web apps', 'Build rock solid foundation in Git and learn key-related concepts.', 'Manage and Update files with Git (move, rename, delete)', 'Learn GitHub and how to use and manage the web based Git repository.'], 'link': 'https://www.udemy.com/course/software-developer-masterclass/'}\n",
      "backend engineer https://www.udemy.com/course/the-ai-engineer-course-complete-ai-engineer-bootcamp/\n",
      "{'topic': 'backend engineer', 'title': 'The AI Engineer Course 2024: Complete AI Engineer Bootcamp', 'subtitle': 'Complete AI Engineer Training: Python, NLP, Transformers, LLMs, LangChain, Hugging Face, APIs', 'key_learnings': ['The course provides the entire toolbox you need to become an AI Engineer', 'Understand key Artificial Intelligence concepts and build a solid foundation', 'Start coding in Python and learn how to use it for NLP and AI', 'Impress interviewers by showing an understanding of the AI field', 'Apply your skills to real-life business cases', 'Harness the power of Large Language Models', 'Leverage LangChain for seamless development of AI-driven applications by chaining interoperable components', 'Become familiar with Hugging Face and the AI tools it offers', 'Use APIs and connect to powerful foundation models'], 'link': 'https://www.udemy.com/course/the-ai-engineer-course-complete-ai-engineer-bootcamp/'}\n",
      "backend engineer https://www.udemy.com/course/fundamentals-of-backend-communications-and-protocols/\n",
      "{'topic': 'backend engineer', 'title': 'Fundamentals of Backend Engineering', 'subtitle': 'Understand backend communication design patterns, protocols, execution and proxying', 'key_learnings': ['Learn the fundamentals of backend engineering', 'Backend communication design patterns', 'Understand how backend communication protocols work', 'Comprehend how OS Kernel communicate with Backend Applications', 'Operating System fundamentals (Thread, Process, async IO in linux)', 'Learn HTTP/1.1, HTTP/2, HTTP/3', 'Learn gRPC, WebRTC, WebSockets', 'Learn TLS 1.2, TLS 1.3, QUIC 0RTT'], 'link': 'https://www.udemy.com/course/fundamentals-of-backend-communications-and-protocols/'}\n",
      "backend engineer https://www.udemy.com/course/nestjs-masterclass-complete-course/\n",
      "{'topic': 'backend engineer', 'title': 'NestJS Masterclass - NodeJS Framework Backend Development', 'subtitle': 'Nest JS with Node and TypeScript to build REST APIs Backend with TypeORM,  PostgreSQL, MongoDB, testing, AWS deployment.', 'key_learnings': ['Learn all the Schematics of a NestJS application. Become Familiar With NestJS Framework and all its components.', 'User Authentication using JSON Web Tokens and Google Authentication. Includes refresh tokens and security best practices.', 'Deploy the production application to AWS cloud with Cloudfront and S3 for media files.', 'Learn NestJS dependency injection in detail and understand the mechanics behind in.', 'Work With TypeORM and PostgreSQL. Deep dive into database relations, transactions, migrations and querying with TypeORM.', 'Request data validation using pipes in NestJS and Serialization of response data using Interceptors.', 'Deep dive into NestJS Guards to filter out requests and custom Decorators to add meta data modify request payload', 'Detailed and in-depth coverage of Environments and Configuration in a NestJS application with validation of Environment Variables.', 'Document the REST API endpoints with Open API Specifications and Swagger.', 'Using Compodoc for documenting the code and keeping the codebase organised for large teams.', 'Leverage testing in NestJS by writing Unit Test as well as End To End test for your application.', 'Use MongoDb along with Mongoose to create data schema and save date in MongoDB using NestJS.', 'Learn How to upload files using NestJS and save media files on Amazon S3 to serve using Cloudfront CDN', 'Understand complete NestJS request and response lifecycle along with the role of each schematics.', 'Learn how to design and develop REST APIs using industry standards and best practices'], 'link': 'https://www.udemy.com/course/nestjs-masterclass-complete-course/'}\n",
      "backend engineer https://www.udemy.com/course/software-testing-masterclass-from-novice-to-expert/\n",
      "{'topic': 'backend engineer', 'title': 'Software Testing Masterclass (2024) - From Novice to Expert', 'subtitle': 'Learn software testing and become QA Engineer/Agile Tester, Mobile/Backend/Web/QA testing, JIRA, TestRail and much more!', 'key_learnings': ['Learn the core testing skills needed to apply for Software Testing positions in just 7 hours.', 'Be able to demonstrate your understanding of software testing to future employers.', 'Test tooling, JIRA, Xray, Confluence, TestRail, Charles Proxy, Postman, gitHub and Miro which will help you to be a great software tester.', 'Discover the freelancing opportunities and start earning money from testing!', 'Engage with the testing community and learn all the hot topics in the IT industry.'], 'link': 'https://www.udemy.com/course/software-testing-masterclass-from-novice-to-expert/'}\n",
      "backend engineer https://www.udemy.com/course/software-development-and-it-complete-guide-to-key-concepts/\n",
      "{'topic': 'backend engineer', 'title': 'Software Development and IT - Complete Guide To Key Concepts', 'subtitle': 'For new joiners in IT industry: basics of apps, APIs, testing, Cloud, GIT, deployment, containerisation, SDLC, Scrum', 'key_learnings': ['Get an overview over key concepts of modern, professional software engineering and development', 'Learn what an API is, how websites and other apps are using APIs and how an API is built', 'Find out what is a web app and how it is built, what are its components and how they interact', 'Learn what are the basic programming concepts like programming language, framework, library, database, cloud and much more', 'Understand the hottest trend in software development - containers with Docker and Kubernetes', 'Understand basic metrics to measure application performance and reliability', 'Learn how to scale production applications using different app architectural patterns', 'See how developers collaborate with one another and understand the industry standard for codebase storage', 'Learn what are some of the popular technologies used by different engineering roles', 'Develop an intuition about the basics of software development process (SDLC)'], 'link': 'https://www.udemy.com/course/software-development-and-it-complete-guide-to-key-concepts/'}\n",
      "backend engineer https://www.udemy.com/course/google-cloud-certification-associate-cloud-engineer/\n",
      "{'topic': 'backend engineer', 'title': 'GCP Associate Cloud Engineer - Google Cloud Certification', 'subtitle': 'GCP ACE - Google Cloud Associate Cloud Engineer certification. Begin your Google Cloud Platform - GCP journey!', 'key_learnings': ['Start your journey to become a Google Cloud Certified Associate Cloud Engineer', 'Get hands-on with compute, networking, storage, and database services in Google Cloud Platform', 'Understand how to engineer and deploy secure and robust applications on Google Cloud Platform', 'Understand the best practices for building secure and reliable applications on the Google Cloud Platform'], 'link': 'https://www.udemy.com/course/google-cloud-certification-associate-cloud-engineer/'}\n",
      "backend engineer https://www.udemy.com/course/backend-master-class-golang-postgresql-kubernetes/\n",
      "{'topic': 'backend engineer', 'title': 'Backend Master Class [Golang + Postgres + Kubernetes + gRPC]', 'subtitle': 'Learn everything about backend web development: Golang, Postgres, Redis, Gin, gRPC, Docker, Kubernetes, AWS, CI/CD', 'key_learnings': ['Design database schema using DBML and automatically generate SQL code from it', 'Deeply understand the DB isolation levels, transactions and how to avoid deadlock', 'Automatically generate Golang code to interact with the database', 'Develop a RESTful backend web service using the Gin framework', 'Secure the APIs with user authentication, JWT and PASETO', 'Write stronger test set with high coverage using interfaces and mocking', 'Build a minimal Docker image for deployment and use Docker-compose for development', 'Set up Github Action to automatically build and deploy the app to AWS Kubernetes cluster', 'Register a domain and config Kubernetes ingress to route traffic to the web service', \"Enable automatic issue & renew TLS certificate for the domain with Let's Encrypt\", 'Take your web service to the next level with gRPC and gRPC gateway', 'Run background workers to process tasks asynchronously with Redis and Asynq'], 'link': 'https://www.udemy.com/course/backend-master-class-golang-postgresql-kubernetes/'}\n",
      "backend engineer https://www.udemy.com/course/aws-amplify-studio-masterclass/\n",
      "{'topic': 'backend engineer', 'title': 'AWS Amplify Studio Masterclass - Visually Build UI & Backend', 'subtitle': 'Building A Full Stack React App with Minimal Programming Effort using AWS Amplify Studio, Figma, Reactjs & Amplify CLI', 'key_learnings': ['Build a Fullstack Web App with Amplify Studio and React', 'Visually Build a Backend in Amplify Studio', 'Visually Build a Frontend in Figmal', 'Visually Bind the UI to Data Models', 'Convert Figma Designs into React Components', 'Deploy and host the app with Amplify Hosting'], 'link': 'https://www.udemy.com/course/aws-amplify-studio-masterclass/'}\n",
      "backend engineer https://www.udemy.com/course/understanding-nodejs-core-concepts/\n",
      "{'topic': 'backend engineer', 'title': 'Understanding Node.js: Core Concepts', 'subtitle': \"Understanding Node.js without any other NPM packages. Let's take your back-end engineering skills to the next level!\", 'key_learnings': ['Learn some of the vital concepts of back-end engineering', 'Get to a level capable of easily learning various NodeJS frameworks and libraries', 'Truly and deeply understand what exactly NodeJS is and see its full potentials far beyond just creating web servers', 'Understand and master NodeJS as it is without using any other NPM packages', 'Understand some of the most important operating systems concepts that every back-end developer needs to understand', 'Be able to easily learn and understand the NodeJS documentation', 'Learn how to directly deal with binary data and manipulate the 0s and 1s however you want', 'Learn the most important Networking concepts and understand where NodeJS exactly comes into play', 'Learn exactly what happens when you deploy your back-end applications rather than focusing on a few tools', 'Learn how to create low-level network applications directly on top of TCP or UDP and develop your own protocols', 'Deeply understand what HTTP really is and how it works', 'Get a deep understanding of the File System', 'Master Streams to develop highly performant and memory-efficient applications capable of dealing with terabytes of data with ease', 'Learn how to incorporate compression to enhance the speed of your network applications', 'Understand Unix and open up a world of new possibilities', 'Understand the EventEmitter object', 'Master Multi-Threading in NodeJS & achieve significant performance improvements'], 'link': 'https://www.udemy.com/course/understanding-nodejs-core-concepts/'}\n",
      "backend engineer https://www.udemy.com/course/nestjs-zero-to-hero/\n",
      "{'topic': 'backend engineer', 'title': 'NestJS Zero to Hero - Modern TypeScript Back-end Development', 'subtitle': 'Develop and deploy enterprise back-end applications following best practices using Node.js and TypeScript', 'key_learnings': ['Becoming familiar with the NestJS framework and its components', 'Designing and developing REST APIs performing CRUD operations', 'Authentication and Authorization for back-end applications', 'Using TypeORM for database interaction', 'Security best practices, password hashing and storing sensitive information', 'Persisting data using a database', 'Deploying back-end applications at a production-ready state to Amazon Web Services', 'Writing clean, maintainable code in-line with industry standards', 'Utilising the NestJS Command Line Interface (CLI)', 'Using Postman for testing back-end services', 'Using pgAdmin as an interface tool to manage PostgreSQL databases', 'Implement efficient logging in a back-end application', 'Environment-based configuration management and environment variables', 'Implementing data validation and using Pipes', 'Guarding endpoints for authorized users using Guards', 'Modelling entities for the persistence layer', 'TypeScript best practices', 'Handling asynchronous operations using async-await', 'Using Data Transfer Objects (DTO)', 'Hands-on experience with JSON Web Tokens (JWT)', 'Unit testing NestJS applications', 'Using GraphQL with NestJS', 'Database persistence with MongoDB'], 'link': 'https://www.udemy.com/course/nestjs-zero-to-hero/'}\n",
      "backend engineer https://www.udemy.com/course/backend-engineering-with-django-core-concepts-level-1/\n",
      "{'topic': 'backend engineer', 'title': 'Backend Engineering with Python Django - Core Concepts - L1', 'subtitle': 'Learn Django Framework by building Book My Vaccine Project and become a Super Efficient Backend Engineer', 'key_learnings': ['Important concepts of Python Django ORM', 'Function Based, Class Based, Generic Views', 'Writing Models Using Class Diagram', 'User Authentication System', 'Authorization System', 'Pagination, Message Framework', 'Customizing Django Admin Panel', 'Deploying Django project in AWS virtual machine'], 'link': 'https://www.udemy.com/course/backend-engineering-with-django-core-concepts-level-1/'}\n",
      "backend engineer https://www.udemy.com/course/nestjs-the-complete-developers-guide/\n",
      "{'topic': 'backend engineer', 'title': \"NestJS: The Complete Developer's Guide\", 'subtitle': 'Build full featured backend APIs incredibly quickly with Nest, TypeORM, and Typescript. Includes testing and deployment!', 'key_learnings': ['Deploy a feature-complete app to production', 'Build authentication and permissions systems from scratch', 'Write integration and unit tests to ensure your code is working', 'Automatically validate data included with incoming requests', 'Use an API client to manually test your app', 'Apply structure to your code with Typescript', 'Make your code more reusable and testable with dependency injection', 'Tie different types of data together with TypeORM relationships', 'Get a behind-the-scenes understanding of NestJS', 'Use Guards to prevent unauthorized users from gaining access to sensitive data', \"Understand Nest's special request-response cycle\", \"Model your app's data using TypeORM entities\", 'Use decorators to dramatically simplify your code'], 'link': 'https://www.udemy.com/course/nestjs-the-complete-developers-guide/'}\n",
      "backend engineer https://www.udemy.com/course/python-on-the-back-end-for-beginners-http-server/\n",
      "{'topic': 'backend engineer', 'title': 'Python on the Backend', 'subtitle': 'Learn python back end development, build a website or APIs in Python, designed for students with Mac or Windows', 'key_learnings': ['Build cool web applications and APIs for other clients to consume', 'Learn how to serve a basic website with Python as the back end', 'Turn your existing Python libraries into web APIs to be consumed by other developers with other languages', 'Install, use and deploy Jupyter Notebooks', 'Learn how to Implement Load Balancing for your Backend Python services', 'Learn Backend Database programming with Python and PostgresSQL: connect, query, write and commit transactions.'], 'link': 'https://www.udemy.com/course/python-on-the-back-end-for-beginners-http-server/'}\n",
      "backend engineer https://www.udemy.com/course/nodejs-the-complete-guide/\n",
      "{'topic': 'backend engineer', 'title': 'NodeJS - The Complete Guide (MVC, REST APIs, GraphQL, Deno)', 'subtitle': 'Master Node JS & Deno.js, build REST APIs with Node.js, GraphQL APIs, add Authentication, use MongoDB, SQL & much more!', 'key_learnings': ['Work with one of the most in-demand web development programming languages', 'Learn the basics as well as advanced concepts of NodeJS in great detail', 'Build modern, fast and scalable server-side web applications with NodeJS, databases like SQL or MongoDB and more', 'Understand the NodeJS ecosystem and build server-side rendered apps, REST APIs and GraphQL APIs', 'Get a thorough introduction to DenoJS'], 'link': 'https://www.udemy.com/course/nodejs-the-complete-guide/'}\n",
      "backend engineer https://www.udemy.com/course/fundamentals-of-networking-for-effective-backend-design/\n",
      "{'topic': 'backend engineer', 'title': 'Fundamentals of Network Engineering', 'subtitle': 'Understanding the first principles of networking to build low latency and high throughput backends', 'key_learnings': ['IP Protocol', 'TCP Protocol', 'UDP Protocol', 'Understand the circumstances where requests and responses are slowed down', 'Learn how DNS works', 'Learn how TLS works', 'Learn the building blocks of TCP/IP Protocol', 'Learn the OSI Model and where your application fits in it', 'Understand the performance impact of TCP/IP in Backend applications', 'Make better decisions on what protocol to select for the Backend', 'Build and Design better TCP/UDP Backends', 'Use Wireshark to inspect traffic', 'Use TCPDUMP to inspect traffic', 'Build TCP and UDP Servers with multiple languages (Javascript and C)', 'Networking with Docker'], 'link': 'https://www.udemy.com/course/fundamentals-of-networking-for-effective-backend-design/'}\n",
      "backend engineer https://www.udemy.com/course/latest-gcp-ace-google-associate-cloud-engineer-practice-exams-tests/\n",
      "{'topic': 'backend engineer', 'title': 'GCP Google Associate Cloud Engineer Practice Test Exam 2024', 'subtitle': '[LATEST] GCP ACE Google Cloud Platform Certified Associate Cloud Engineer Practice Exams Tests | Questions + Solutions', 'key_learnings': [], 'link': 'https://www.udemy.com/course/latest-gcp-ace-google-associate-cloud-engineer-practice-exams-tests/'}\n",
      "backend engineer https://www.udemy.com/course/nestjs-microservices-build-deploy-a-scaleable-backend/\n",
      "{'topic': 'backend engineer', 'title': 'NestJS Microservices: Build & Deploy a Scaleable Backend', 'subtitle': 'Go beyond the documentation to build a scaleable, production grade backend that will teach you NestJS microservices', 'key_learnings': ['Build & deploy real NestJS microservices following best practices', 'Learn how to build a common library where common code can be shared amongst many applications', 'Connect NestJS microservices together in a Kubernetes cluster on AWS & Google Cloud', 'Test NestJS microservices using an E2E framework', 'Implement JWT authentication & user roles', 'Integrate payment functionality with Stripe', 'Send emails with nodemailer & Gmail', 'Create CRUD APIs & save data with MongoDB, Prisma & TypeORM', 'Use RabbitMQ to process & retry messages asynchronously', 'Learn how to connect microservices together using gRPC', 'Use GraphQL & Apollo Federation to build an API Gateway and expose our microservices', 'Implement an automated CI/CD pipeline with CloudBuild', 'Provision a load balancer to expose our application externally', 'Develop a production Dockerfile & package json for each microservice'], 'link': 'https://www.udemy.com/course/nestjs-microservices-build-deploy-a-scaleable-backend/'}\n",
      "backend engineer https://www.udemy.com/course/django-python/\n",
      "{'topic': 'backend engineer', 'title': 'Build a Backend REST API with Python & Django - Beginner', 'subtitle': 'Finally create that App &amp; fully-functioning user database in this crash course to building a REST API', 'key_learnings': ['How to create the most important part of any user application', 'How to confidently use some of the most in-demand full stack technologies today', 'How to create a local development server from scratch', 'How to create a brand new Django project with sqlite database', 'How to build your own browsable, self documenting REST API', 'Handle user registration, login, and status updates in your app with your very own REST API'], 'link': 'https://www.udemy.com/course/django-python/'}\n",
      "frontend engineer https://www.udemy.com/course/the-ai-engineer-course-complete-ai-engineer-bootcamp/\n",
      "{'topic': 'frontend engineer', 'title': 'The AI Engineer Course 2024: Complete AI Engineer Bootcamp', 'subtitle': 'Complete AI Engineer Training: Python, NLP, Transformers, LLMs, LangChain, Hugging Face, APIs', 'key_learnings': ['The course provides the entire toolbox you need to become an AI Engineer', 'Understand key Artificial Intelligence concepts and build a solid foundation', 'Start coding in Python and learn how to use it for NLP and AI', 'Impress interviewers by showing an understanding of the AI field', 'Apply your skills to real-life business cases', 'Harness the power of Large Language Models', 'Leverage LangChain for seamless development of AI-driven applications by chaining interoperable components', 'Become familiar with Hugging Face and the AI tools it offers', 'Use APIs and connect to powerful foundation models'], 'link': 'https://www.udemy.com/course/the-ai-engineer-course-complete-ai-engineer-bootcamp/'}\n",
      "frontend engineer https://www.udemy.com/course/front-end-web-development-complete-guide-step-by-step/\n",
      "{'topic': 'frontend engineer', 'title': 'Learn Complete Front-End Web Development Course', 'subtitle': 'Learn Complete Front End Web Development with HTML5, CSS3, Bootstrap 5, Modern JavaScript, Angular and React', 'key_learnings': ['You will learn complete front-end web development from scratch', 'You will learn to build Modern websites Angular & React', 'You will learn to build Bootstrap 5 Web Applications', 'You will learn HTML5 & CSS3 from scratch, & build a full working website', 'You will learn Complete Modern JavaScript ECMA Standards', 'You will build front-end Reactive Web applications with CRUD'], 'link': 'https://www.udemy.com/course/front-end-web-development-complete-guide-step-by-step/'}\n",
      "frontend engineer https://www.udemy.com/course/front-end-web-development/\n",
      "{'topic': 'frontend engineer', 'title': 'The Complete Front-End Web Development Course', 'subtitle': 'Get started as a front-end web developer using HTML, CSS, JavaScript, jQuery, and Bootstrap!', 'key_learnings': ['Build a simple HTML text site', 'Style web pages using CSS', 'Program websites with JavaScript', 'Build a Pipboy using Bootstrap', 'Build and publish a Google Chrome Extension'], 'link': 'https://www.udemy.com/course/front-end-web-development/'}\n",
      "frontend engineer https://www.udemy.com/course/msk-frontend-system-design-interview-guidance/\n",
      "{'topic': 'frontend engineer', 'title': 'The Complete Frontend Engineering Interview Preparation Kit', 'subtitle': 'Learn JavaScript, TypeScript, React, Redux, Material UI, System design & Prepare for your Frontend Interview', 'key_learnings': ['The Javascript Bootcamp', 'Master Google Chrome Dev tools', 'The TypeScript Bootcamp', 'React, Redux & Material UI Workshop', 'Designing Scalable Frontend Systems', 'Frontend System Design guidance', 'Interview Questions & Solutions', 'Know the aspects interviewers look at', 'Software Engineering Life lessons', 'Frequently Asked Questions', 'Software engineer career advice', 'Dealing with interview rounds', 'Soft skills development', 'Read a lot of career related articles'], 'link': 'https://www.udemy.com/course/msk-frontend-system-design-interview-guidance/'}\n",
      "frontend engineer https://www.udemy.com/course/web-design-html-css-js/\n",
      "{'topic': 'frontend engineer', 'title': 'Frontend web developer Modern HTML CSS JavaScript', 'subtitle': 'Quick Starting guide for Web design covering all the modern coding syntax for HTML CSS and JavaScript and JavaScript DOM', 'key_learnings': ['How to create web pages with HTML and CSS', 'Create interactive web content with JavaScript', 'Basics of coding JavaScript', 'Bring your web pages to life with Code', 'Modern Responsive WebSites', 'Interactive and Dynamic Web Pages'], 'link': 'https://www.udemy.com/course/web-design-html-css-js/'}\n",
      "frontend engineer https://www.udemy.com/course/google-cloud-certification-associate-cloud-engineer/\n",
      "{'topic': 'frontend engineer', 'title': 'GCP Associate Cloud Engineer - Google Cloud Certification', 'subtitle': 'GCP ACE - Google Cloud Associate Cloud Engineer certification. Begin your Google Cloud Platform - GCP journey!', 'key_learnings': ['Start your journey to become a Google Cloud Certified Associate Cloud Engineer', 'Get hands-on with compute, networking, storage, and database services in Google Cloud Platform', 'Understand how to engineer and deploy secure and robust applications on Google Cloud Platform', 'Understand the best practices for building secure and reliable applications on the Google Cloud Platform'], 'link': 'https://www.udemy.com/course/google-cloud-certification-associate-cloud-engineer/'}\n",
      "frontend engineer https://www.udemy.com/course/vuejs-2-the-complete-guide/\n",
      "{'topic': 'frontend engineer', 'title': 'Vue - The Complete Guide (incl. Router & Composition API)', 'subtitle': 'Vue.js is an awesome JavaScript Framework for building Frontend Applications! VueJS mixes the Best of Angular + React!', 'key_learnings': ['Build amazing Vue.js Applications - all the Way from Small and Simple Ones up to Large Enterprise-level Ones', 'Understand the Theory behind Vue.js and use it in Real Projects', 'Leverage Vue.js in both Multi- and Single-Page-Applications (MPAs and SPAs)', 'Learn the latest version of Vue (Vue 3), including the brand-new Composition API'], 'link': 'https://www.udemy.com/course/vuejs-2-the-complete-guide/'}\n",
      "frontend engineer https://www.udemy.com/course/web-projects-with-vanilla-javascript/\n",
      "{'topic': 'frontend engineer', 'title': '20 Web Projects With Vanilla JavaScript', 'subtitle': 'Build 20 mini frontend projects from scratch with HTML5, CSS & JavaScript (No frameworks or libraries)', 'key_learnings': ['Build 20 Frontend Projects From Scratch', 'No JS or CSS Frameworks', 'Modern JavaScript (ES6+) - Arrows, Fetch, Promises, etc', 'DOM Manipulation & Events', 'Animations With CSS & JavaScript', \"Fetch & JSON With 3rd Party API's\", 'HTML5 Canvas, Speech API, Audio & Video', 'Beginner Friendly'], 'link': 'https://www.udemy.com/course/web-projects-with-vanilla-javascript/'}\n",
      "frontend engineer https://www.udemy.com/course/latest-gcp-ace-google-associate-cloud-engineer-practice-exams-tests/\n",
      "{'topic': 'frontend engineer', 'title': 'GCP Google Associate Cloud Engineer Practice Test Exam 2024', 'subtitle': '[LATEST] GCP ACE Google Cloud Platform Certified Associate Cloud Engineer Practice Exams Tests | Questions + Solutions', 'key_learnings': [], 'link': 'https://www.udemy.com/course/latest-gcp-ace-google-associate-cloud-engineer-practice-exams-tests/'}\n",
      "frontend engineer https://www.udemy.com/course/aws-data-engineer/\n",
      "{'topic': 'frontend engineer', 'title': 'AWS Certified Data Engineer Associate 2024 - Hands On!', 'subtitle': 'AWS DEA-C01 certification prep course with exercises and a full-length practice exam. Redshift, Glue, Athena, and more', 'key_learnings': ['Maximize your odds of passing the AWS Certified Data Engineer - Associate (DEA-C01) exam', 'Design and implement data pipelines with AWS to ingest, store, and transform data', 'Choose and design data stores, data models, data schemas, and data lifecycles.', 'Maintain, operationalize, and orchestrate data pipelines with EventBridge, Airflow, AWS Step Functions,, and more', 'Apply security, governance, and privacy best practices to your AWS data pipelines.', 'Create data lakes with S3, Glue, Redshift and more', 'Process batch and streaming data with Kinesis, EMR, containers, Lambda, and more'], 'link': 'https://www.udemy.com/course/aws-data-engineer/'}\n",
      "frontend engineer https://www.udemy.com/course/web-developer-course/\n",
      "{'topic': 'frontend engineer', 'title': 'Ultimate Web Designer & Web Developer Course', 'subtitle': 'Become a Full-Stack Web Designer in 2023 - Learn Everything from Web Design Fundamentals to Front-End Web Development', 'key_learnings': ['Build 23+ custom web design & development projects by hand', 'Learn more than 18 professional disciplines', 'Plan, design and code your very own self-directed website project from scratch to launch!', 'Plan, design and code robust and fully custom, responsive websites and applications', 'Explore modern web design tools', 'Code at an expert level of proficiency with HTML & CSS', 'Code websites & applications with HTML5 & CSS3', 'Code basic games & animations with CSS3 and jQuery', 'Comfortably use Adobe Photoshop for photo manipulation, graphics creation & design', 'Use modern tools like Figma, Adobe XD and Photoshop to design and prototype for the web', 'Design a professional and modern business card in Adobe Photoshop', 'Learn UX and UI design for beginners', 'Learn visual design fundamentals for beginners', 'Learn how to wireframe and optimize UX for websites and web applications', 'Learn how to choose the correct font combinations for your projects', 'Create beautiful color schemes based on scientific color theory', 'Code a simple \"Tip Calculator\" in Javascript', 'Build a useful \"To Do List\" web application in jQuery UI', 'Learn how to easily set up web hosting & domain names', 'Learn how to program simple PHP applications', 'Design, build and manage custom database-driven websites with MySQL', 'Build a fully functional \"Client Address Book\" with PHP & MySQL', 'Set up a WordPress blog in 5-minutes', \"Manage your client's WordPress websites\", 'Learn how to get hired as a full-time web designer or web developer', 'Learn how to start a profitable and successful freelance business as a web designer or developer', 'Learn how to earn a full-time income from any of the disciplines you learn!', 'Start a side hustle as a web designer or developer', 'Learn how to land your first (or next) web design client'], 'link': 'https://www.udemy.com/course/web-developer-course/'}\n",
      "frontend engineer https://www.udemy.com/course/complete-guide-to-front-end-web-development-and-design/\n",
      "{'topic': 'frontend engineer', 'title': 'Complete FrontEnd Web Development and Design HTML CSS JS', 'subtitle': 'Complete guide to learning how to program online HTML CSS HTML5 CSS3 JavaScript jQuery', 'key_learnings': ['Create modern websites with HTML CSS and JavaScript', 'develop web applications from scratch', 'improved use of HTML CSS and JavaScript', 'write more efficient web code'], 'link': 'https://www.udemy.com/course/complete-guide-to-front-end-web-development-and-design/'}\n",
      "frontend engineer https://www.udemy.com/course/the-frontend-developer-career-blueprint-the-shortcuts/\n",
      "{'topic': 'frontend engineer', 'title': 'The Frontend Developer Career Blueprint - The shortcuts', 'subtitle': 'Learn the whole Frontend Development landscape. Know the tools, skills and key tips to help you start your career now!', 'key_learnings': ['Learn what the Frontend Development Job is and how that fits in software development', 'Learn what roles are there in Frontend Development and how you can apply to them', 'Learn how you can easily start your career as a Frontend Developer - tips from many years experience', 'Learn about the skills and tools to get you to an Entry Level Frontend Developer', 'Learn the skills and tools to get you to a Middle Level Frontend Developer', 'Learn the skills and tools to get you to a Senior Level Frontend Developer', 'Learn how you can effectively prepare for Frontend Developer interviews', 'Learn the tips and tools to avoid procastination and  help you be a more productive Frontend Developer'], 'link': 'https://www.udemy.com/course/the-frontend-developer-career-blueprint-the-shortcuts/'}\n",
      "frontend engineer https://www.udemy.com/course/full-stack-web-development-bootcamp/\n",
      "{'topic': 'frontend engineer', 'title': 'The Complete Web Development Bootcamp', 'subtitle': 'Practical Full Stack Web Development Bootcamp: JavaScript, React, Python, Docker, Flask, API, Bootstrap, Git and Postman', 'key_learnings': ['How to create full stack web application with frontend, backend and database parts and build and run all of the services using Docker with auto reload features', 'How to build Single Page Applications using React and use different React Components, state, props and React hooks such as useState and useEffect', 'Connect frontend application written in React with backend application written in Python by making REST API requests using axios package in the React app', 'Understand what is API and how it works, which API methods exists and how to correctly design API endpoints for various resources', 'Use Python Flask for building backend API service and create different endpoints with corresponding view function, utilize internal and external Python modules', 'Master full stack web development workflow by using JavaScript, Python, Docker, React, NPM, MongoDB, Postman, Git, GitHub and other tools'], 'link': 'https://www.udemy.com/course/full-stack-web-development-bootcamp/'}\n",
      "frontend engineer https://www.udemy.com/course/aws-certified-machine-learning-engineer-associate-mla-c01/\n",
      "{'topic': 'frontend engineer', 'title': 'AWS Certified Machine Learning Engineer Associate: Hands On!', 'subtitle': 'Practice exam included! Master MLA-C01 / ME1-C01 AWS Machine Learning Engineer Exam: SageMaker, Bedrock, and AI Skills.', 'key_learnings': ['Prepare confidently for the AWS Certified Machine Learning Engineer Associate exam.', 'Understand and apply key AWS machine learning services like SageMaker, Bedrock, and more.', 'Perform data preparation, feature engineering, and data validation for ML models.', 'Master hyperparameter tuning, model training, and deployment strategies on AWS.', 'Implement CI/CD pipelines and automation for scalable machine learning workflows.', 'Secure, monitor, and optimize AWS ML infrastructure for performance and cost-efficiency.'], 'link': 'https://www.udemy.com/course/aws-certified-machine-learning-engineer-associate-mla-c01/'}\n",
      "frontend engineer https://www.udemy.com/course/ultimate-front-end-web-development-course/\n",
      "{'topic': 'frontend engineer', 'title': 'Ultimate Front-End Web Development Course', 'subtitle': \"Front-End Web Developer's Toolkit\", 'key_learnings': ['learners will have a strong grasp of essential front-end web development technologies, including HTML, CSS, JavaScript, and Bootstrap', 'Hands-On Project Experience- such as building a weather app, a clock, and a portfolio website. etc', 'understand the principles of responsive web design and will be able to create websites and user interfaces that adapt seamlessly to different screen sizes.', 'The course will provide a deep dive into Document Object Model (DOM) manipulation, enabling learners to create dynamic and interactive web pages.'], 'link': 'https://www.udemy.com/course/ultimate-front-end-web-development-course/'}\n",
      "frontend engineer https://www.udemy.com/course/frontend-architecture-and-patterns/\n",
      "{'topic': 'frontend engineer', 'title': 'Frontend architecture and patterns bootcamp', 'subtitle': 'Ultimate guide to learn frontend architectures and patterns, its pros and cons, and the best: all in Javascript!', 'key_learnings': ['How to create well architectured frontend projects', 'The pros and cons of each frontend architecture/pattern, and how to avoid implementation problems', 'The basis of good frontend architectures, in a framework agnostic way', 'How to implement some famous frontend architectures/patterns and its benefits'], 'link': 'https://www.udemy.com/course/frontend-architecture-and-patterns/'}\n",
      "frontend engineer https://www.udemy.com/course/safe-release-train-engineer-rte-safe-6-exams/\n",
      "{'topic': 'frontend engineer', 'title': 'SAFE 6.0 Release Train Engineer - Certified SAFE 6 RTE', 'subtitle': '6 New SAFE Release Train Engineer Exams | 360 SAFE RTE Questions | SAFE Release Train Engineer Study Guide', 'key_learnings': [], 'link': 'https://www.udemy.com/course/safe-release-train-engineer-rte-safe-6-exams/'}\n",
      "frontend engineer https://www.udemy.com/course/databricks-certified-data-engineer-associate/\n",
      "{'topic': 'frontend engineer', 'title': 'Databricks Certified Data Engineer Associate - Preparation', 'subtitle': 'Preparation course for Databricks Data Engineer Associate certification exam with hands-on training', 'key_learnings': ['Understand how to use Databricks Lakehouse Platform and its tools', 'Build ETL pipelines using Apache Spark SQL and Python', 'Process data incrementally in batch and streaming mode', 'Orchestrate production pipelines', 'Understand and follow best security practices in Databricks'], 'link': 'https://www.udemy.com/course/databricks-certified-data-engineer-associate/'}\n",
      "frontend engineer https://www.udemy.com/course/webpack-from-beginner-to-advanced/\n",
      "{'topic': 'frontend engineer', 'title': 'Webpack 5: The Complete Guide For Beginners', 'subtitle': 'Learn Webpack 5 from the very basics to advanced! Use Webpack with JS, CSS, NPM, Module Federation and Micro Frontends.', 'key_learnings': ['Quickly get started, without long introductions and rambling.', 'Create fully functional, production ready Webpack 5 config from scratch.', 'Get a solid understanding how Webpack really works and when to use it.', 'Optimize your Webpack production builds to be small and fast.', 'Optimize your development experience by enabling Hot Module Replacement, better Error Handling, etc.', 'Deep dive into Webpack 5 Asset Modules, Loaders and Plugins.', 'Use latest cutting edge JavaScript features with Webpack 5, Babel 7, and NPM.', 'Structure your code better with ES Modules and Webpack Code Splitting.', 'Be able to understand and improve existing Webpack configurations.', 'Integrate Webpack 5 with NodeJS and Express framework.', 'Use Webpack for Single Page Applications as well as Multiple Page Applications.', 'Get a solid foundation for learning advanced Webpack features.', 'Master the new Module Federation feature introduced in Webpack 5.'], 'link': 'https://www.udemy.com/course/webpack-from-beginner-to-advanced/'}\n",
      "team leading https://www.udemy.com/course/the-new-manager-managing-people-teams-processes/\n",
      "{'topic': 'team leading', 'title': 'Management Skills Training for New & Experienced Managers', 'subtitle': 'Management &amp; Leadership Skills Certification in Developing People, Leading Teams &amp; Improving Processes', 'key_learnings': ['Motivate your employees and create high engagement and empowerment.', 'Provide specific job training for your team members..', 'Lead teams to become high performing teams engaged in continuous improvement.', 'Understand and develop \"lean management\" problem-solving and process improvement.', 'Resolve conflicts with others and among team members.'], 'link': 'https://www.udemy.com/course/the-new-manager-managing-people-teams-processes/'}\n",
      "team leading https://www.udemy.com/course/team-kata/\n",
      "{'topic': 'team leading', 'title': 'Team Management, Leadership & Team Building Master Class', 'subtitle': 'Team Leadership: Green Belt Certification in Leading Self-Directed Teams, Hybrid Teams, Problem Solving', 'key_learnings': ['This course includes three complete books, seventy downloadable articles, assignments and self-assessments; in addition to a thirty-day money back guarantee!', 'You will learn the most important skill for success at every level of management...bringing the best out of people and teams.', 'This course has been updated to include the design and implementation of hybrid or remote teams and the responsibilities of remote team members to self-manage..', 'You will learn how to create a high performing culture of high employee engagement.', 'You will learn the essential principles and practices of lean management or Toyota Production System.', 'You will learn how to solve problems in a systematic, fact-based manner.', 'Learn the communication and facilitation skills that are essential to leading people and teams.', 'You will gain the experience from forty years of implementing team management in dozens of organizations.'], 'link': 'https://www.udemy.com/course/team-kata/'}\n",
      "team leading https://www.udemy.com/course/leading-managing-people-effectively-course/\n",
      "{'topic': 'team leading', 'title': 'Leading & Managing People [Effectively]', 'subtitle': 'Best Practices For Leaders, Managers, Team Leaders, Project Leaders & Managers & Anyone In A Leader Or Manager Role', 'key_learnings': ['Learn Key Best Practices To Lead People', 'Get More Done By Working With People Effectively', 'Develop Your Personal Leadership Strengths', 'Learn From Real World Leadership & Management Experience So You Can Apply & Adapt What You Learn To Your Unique Situation'], 'link': 'https://www.udemy.com/course/leading-managing-people-effectively-course/'}\n",
      "team leading https://www.udemy.com/course/team-leadership-facilitation-and-communication-essentials/\n",
      "{'topic': 'team leading', 'title': 'Facilitation Skills: The Core Skill of Great Team Leaders', 'subtitle': 'A guide to the skills of leading teams whether remote virtual teams or in person', 'key_learnings': ['1.\\tTo gain an understanding of the essential skills and behavior of effective team leaders. ', '2.\\tTo practice those behaviors that lead to optimum participation and commitment to action by team members.', '3.\\tTo learn the critical listening skills that are essential to all personal communications and to team leadership.', '4.\\tTo understand when and how to use each of three decision-making styles: command, consultative and consensus.', '5.\\tTo learn how to both give and receive feedback, or “straight-talk”, in a manner that leads of learning and continuous improvement. ', '6.\\tTo learn the critical skills of effective leading virtual teams to effective performance. '], 'link': 'https://www.udemy.com/course/team-leadership-facilitation-and-communication-essentials/'}\n",
      "team leading https://www.udemy.com/course/from-developer-to-team-lead-effective-dev-team-leading/\n",
      "{'topic': 'team leading', 'title': 'From Developer to Team Lead - Effective Dev Team Leading', 'subtitle': 'Practical tools for software development leadership', 'key_learnings': ['Have a deep understanding of the team lead position', 'Manage and lead software development teams', 'Mentor and guide developers', 'Promote tasks within a development team', 'Manage time as a software development team lead'], 'link': 'https://www.udemy.com/course/from-developer-to-team-lead-effective-dev-team-leading/'}\n",
      "team leading https://www.udemy.com/course/roadmap-to-leadership/\n",
      "{'topic': 'team leading', 'title': 'Roadmap to Leadership', 'subtitle': 'Your step-by-step guide to become a leader your team, your peers and your mentors admire and respect.', 'key_learnings': ['Identify 7 leadership styles', 'Determine your leadership style(s)', \"Assess your team's level of readiness for achieving goals and how to adjust your leadership style\", 'How to manage expectations and conflict', 'How to be a lateral leader'], 'link': 'https://www.udemy.com/course/roadmap-to-leadership/'}\n",
      "team leading https://www.udemy.com/course/leadership-team-management-developing-people-skills/\n",
      "{'topic': 'team leading', 'title': 'Leadership & Team Management—Developing People Skills', 'subtitle': 'Leadership &amp; Team Development: Change Management Skills for Business Administration &amp; Office Professionals', 'key_learnings': ['Uncover the Essence of Leadership: Dive deep into the foundations and evolution of leadership concepts', 'Leadership vs. Management: Understand the intricate differences and where the two concepts overlap.', 'Mastering Leadership Styles: Explore diverse leadership styles and discover which resonates with you.', 'Phoenix Tech - A Transformational Journey: Analyze a real-world case study showcasing effective leadership in action.', 'Harness the Power of Delegation: Grasp the significance of delegation and its crucial role in leadership.', 'Strategies for Effective Delegation: Learn the art of discerning what, when, and whom to delegate.', 'Life after Delegating: Understand the transformation that occurs once tasks are efficiently delegated.', 'Conflict Resolution Toolkit: Decode the anatomy of conflicts and master strategies to resolve them with empathy.', 'Building a Conflict-Resilient Culture: Develop insights to foster a culture that thrives amidst challenges.', 'Effective Leadership Communication: Elevate your verbal, non-verbal, and written communication skills tailored for leaders.', 'Active Listening: Master a key leadership skill that amplifies your understanding and rapport.', 'Leading Teams with Vision: Delve into the intricacies of team formation, performance optimization, and embracing diversity.', 'The Digital Era - Leading Virtual Teams: Equip yourself with skills to lead teams in an increasingly virtual world.', 'Crisis Management Blueprint: Learn the art of managing, anticipating, and communicating during crises.', 'Post-Crisis Growth: Understand the importance of reflection and growth after navigating through a crisis.', 'Emotional Intelligence – The Leadership Pillar: Discover why emotional intelligence is paramount for effective leadership.', 'Boosting Your Emotional Intelligence: Adopt strategies to enhance your EQ for better leadership outcomes.', 'Empathy in Leadership: Understand how empathy forms the core of emotional intelligence and its role in effective leadership.', 'Witness Emotional Intelligence in Action: Dive into a case study showcasing the power of EQ in leadership scenarios.', 'Course Conclusion: Summarize and integrate the plethora of leadership insights, readying you for real-world challenges.'], 'link': 'https://www.udemy.com/course/leadership-team-management-developing-people-skills/'}\n",
      "team leading https://www.udemy.com/course/leading-virtual-teams-a-quick-course/\n",
      "{'topic': 'team leading', 'title': 'Leading Remote or Virtual Teams - A Quick Course', 'subtitle': 'How to Optimize the Effectiveness of Remote or Virtual Teams With Great Team Leadership', 'key_learnings': ['You will lead online or virtual meetings that engage and respect all team members.', 'You will facilitate your team in a manner that leads to clear decisions and clear accountability.', 'You will develop effective meeting agendas and action plans.', 'Assure accountability and action following meetings which will reduce waste!'], 'link': 'https://www.udemy.com/course/leading-virtual-teams-a-quick-course/'}\n",
      "team leading https://www.udemy.com/course/inspirational-leadership/\n",
      "{'topic': 'team leading', 'title': 'Inspirational Leadership Skills', 'subtitle': 'Motivational leadership skills to inspire your team', 'key_learnings': ['How to be\\xa0a truly Inspirational Leader', 'Mastering communication with all level of your team', 'How to motivate teams and personalise your approach', 'Handling difficult people and situations', \"Discovering what goes on when you're not around\", 'Being a great listener', 'Key academic leadership theories made practical', 'Why you must do coaching and appraisals', 'Creating the perfect balance of delegating and monitoring', 'Building confidence and skills into your employees', 'And lots lots more!'], 'link': 'https://www.udemy.com/course/inspirational-leadership/'}\n",
      "team leading https://www.udemy.com/course/leadership-and-lean-management-masterclass/\n",
      "{'topic': 'team leading', 'title': 'Management Skills - Team Leadership Skills Masterclass', 'subtitle': 'Leadership & Management Skills - Change Management- Lean BPM Management Skills - Team Management - Team Building', 'key_learnings': ['This course will help you become a successful team manager.', 'This course will help you understand how to manage people and get what you want from your team.', 'This course will help you gain good management skills so you can progress in your career.', 'You will learn the core skills of management.', 'Learn how to influence the people around you.', 'Understand what a data guided manager is.', 'Understand how to build a team.', 'You will understand how to use LEAN tools and techniques to deliver results.', 'You will learn how to manage culture change.', 'Understand how to train your team.'], 'link': 'https://www.udemy.com/course/leadership-and-lean-management-masterclass/'}\n",
      "team leading https://www.udemy.com/course/leading-hybrid-and-remote-teams/\n",
      "{'topic': 'team leading', 'title': 'Leading Hybrid And Remote Teams', 'subtitle': 'Team Leadership Excellence: Boost Remote & Hybrid Team Synergy For a Thriving Company Culture', 'key_learnings': ['Understand the essentials of managing hybrid teams, including resource management, communication protocols, and team dynamics.', 'Learn to expertly foster a resilient, adaptive company culture that flourishes despite adversity and challenges.', 'Discover strategies to support employee mental health and wellbeing in a remote and hybrid work environment.', 'Master techniques to boost employee engagement, addressing disengagement, and minimizing turnover.', 'Gain practical insights and methods for optimizing your hybrid workspace and creating a unified team.', 'Acquire best practices for remote collaboration and fostering a sense of belonging in hybrid teams.', 'Understand the unique challenges of hybrid teams and develop effective communication strategies.', 'Navigate the unique challenges of hybrid teams, including conflict resolution, cross-cultural understanding, and performance evaluation.'], 'link': 'https://www.udemy.com/course/leading-hybrid-and-remote-teams/'}\n",
      "team leading https://www.udemy.com/course/practical-leadership/\n",
      "{'topic': 'team leading', 'title': 'Leadership: Practical Leadership Skills', 'subtitle': 'Master leadership skills and leadership techniques with this highly practical advice and training', 'key_learnings': ['Become a Master in Leadership', 'Be a better boss, and run a highly effective team', 'Delegate effectively to empower their team', 'Have a healthy work life balance, with a happy environment', 'Understand academic theories surrounding leadership styles and techniques', 'Build a vast array of practical tools to be a fantastic leader', 'Know the difference between delegating styles and which one is appropriate for each situation', 'Feel confident enough to involve employees in decision making and planning', 'Spend more time developing plans and ideas for the future'], 'link': 'https://www.udemy.com/course/practical-leadership/'}\n",
      "team leading https://www.udemy.com/course/hybrid-teams/\n",
      "{'topic': 'team leading', 'title': 'Leading & Working in Hybrid Teams/Remote Teams - 101 course', 'subtitle': 'The complete guide for employees & managers on fostering communication, collaboration, and productivity for hybrid work', 'key_learnings': ['Set up a hybrid collaboration model suitable for YOUR team and organization', 'Run productive, interactive, and engaging meetings in hybrid fashion', 'Lead a hybrid team successfully and make it the best team ever', 'Align your team no matter where they work', 'Build rapport and create team spirit in a hybrid setting', 'Work effectively and motivated by leveraging the advantages of hybrid work'], 'link': 'https://www.udemy.com/course/hybrid-teams/'}\n",
      "team leading https://www.udemy.com/course/virtual-team-culture/\n",
      "{'topic': 'team leading', 'title': 'Virtual Teams - Design your successful remote team culture', 'subtitle': 'Team Building Activities - Leading Virtual Teams - Make Remote Work Work', 'key_learnings': ['How to establish a high-performance and engaging culture with your virtual team.', 'Define the purpose of your team.', 'Identify the behaviours, values and expectations you share with your team.', 'Select the norms and rules you as a team want to work by to be successful.', 'Choose methods and tools to foster engagement and motivation at work.'], 'link': 'https://www.udemy.com/course/virtual-team-culture/'}\n",
      "team leading https://www.udemy.com/course/managing-diverse-teams-leading-across-cultures/\n",
      "{'topic': 'team leading', 'title': 'Managing Diverse Teams: Leading Across Cultures', 'subtitle': 'Leverage cross-cultural experiences to increase your influence and effectiveness in the workplace.', 'key_learnings': ['Develop leadership skills and competencies needed to effectively lead in a global business environment', 'Develop working knowledge of the Cultural Intelligence (CQ) framework, including the four CQ capabilities (CQ Drive, CQ Knowledge, CQ Strategy, & CQ Action)', 'Learn to apply these capabilities and to limit the negative impact of implicit bias in the workplace', 'Obtain strategies and practices for minimising the negative effects of implicit bias', 'Create an action plan for developing CQ capabilities', 'Gain an understanding of the importance of cultural intelligence in global leadership', 'Obtain tools and knowledge needed to effectively lead across cultures'], 'link': 'https://www.udemy.com/course/managing-diverse-teams-leading-across-cultures/'}\n",
      "team leading https://www.udemy.com/course/new-manager/\n",
      "{'topic': 'team leading', 'title': 'New Manager: The Basics and More of Being a Great Leader', 'subtitle': 'Go from a slightly uncertain, confused newbie to a confident, skilled manager who builds and leads effective teams.', 'key_learnings': ['A step by step guide to your first 94 days as a manager', 'Communicate directly and clearly', 'Give and receive constructive feedback', \"Recognize different stages in a group's development\", 'Adjust own behavior related to the development stage of the group', 'Understand the need for and use of different leadership styles', 'Set clear and effective guidelines for team behavior', 'Distinguish between management and leadership', 'Understand and manage conflicts', 'Clarify expectations and focus efforts of the team', 'Acknowledge colleagues in a way that supports healthy work relationships', 'Understand how values influence relationships and leadership', 'Motivate individuals and teams in a productive way', 'Build trust and successful work relationships', 'Excel in the management role with its unique demands and expectations', 'Planning the operations of your team', 'Coaching your coworkers to better performance, well-being and results', 'Effective delegation of tasks', 'Make great decisions by yourself or with a group', 'Manage time effectively', 'Work with reflection and learning, individually and in a team'], 'link': 'https://www.udemy.com/course/new-manager/'}\n",
      "team leading https://www.udemy.com/course/how-to-lead-effective-meetings/\n",
      "{'topic': 'team leading', 'title': 'Leading Effective Meetings', 'subtitle': \"Learn how to effectively plan, run, & manage meetings of any kind. Increase your team's productivity & participation\", 'key_learnings': ['Understand the different kinds of meetings you could have and the goals you could accomplish with them', 'Set their own goals, create their own agendas, and make effective meeting plans and arrangements', 'Know when to use slides and how best to create them', 'Understand different ways to involve your attendees and get them working together', 'Know what do to in the weeks, days, and hours before your meeting starts', 'Start off strong in your meeting and accomplish your goals', \"Know what to do after the meeting's over\"], 'link': 'https://www.udemy.com/course/how-to-lead-effective-meetings/'}\n",
      "team leading https://www.udemy.com/course/leadership-leading-not-in-charge/\n",
      "{'topic': 'team leading', 'title': 'Leadership: Leading When You Are Not In Charge!', 'subtitle': 'Leadership is critical for managers but anyone can lead at anytime. Learn key leadership skills and enhance your career!', 'key_learnings': ['Apply leadership best practices and principles.', 'Play a leadership role...even if you are not the boss.', 'If you are in charge this course will make you an even better leader.', 'Lead diverse teams to get things done.', 'Lead and engage with your peers.', 'Use skills to influence outcomes and move projects forward.', 'Lead yourself so you can led others.', 'Gain support from others such as your manager or executive sponsors.', 'Gain confidence to take a more active leadership role and be successful.', 'Enhance your career prospects!'], 'link': 'https://www.udemy.com/course/leadership-leading-not-in-charge/'}\n",
      "team leading https://www.udemy.com/course/growth-team/\n",
      "{'topic': 'team leading', 'title': 'Growth Team Management - How to Build a Growth Team', 'subtitle': \"Growth isn't about growth hacking. Effective Growth leaders know it's about building, managing and leading a great team\", 'key_learnings': ['A framework for identifying and hiring a good growth person', ' Apply growth specific management concepts to help you lead your team'], 'link': 'https://www.udemy.com/course/growth-team/'}\n",
      "team leading https://www.udemy.com/course/leadership-skills-workplace/\n",
      "{'topic': 'team leading', 'title': 'Leadership & Management Skills: 2-in-1 Masterclass', 'subtitle': 'Management Skills Zero To Hero 101 PLUS Leadership: Diversity, Ethics, Action Leadership, Empathy, Leadership Of Self', 'key_learnings': ['How you can lead without authority or being a manager of other people', 'The importance of being centred in your own life to develop self-leadership', 'Leadership skills to help you have more impact and influence', 'Practising self-leadership by living and acting independently', 'How to be a leader of self before you can leader other people', 'Small group leadership that is built on relationships and trust', 'How to lead large groups of people consisting of multiple teams', 'How to act now to ensure a successful journey of leadership', 'Improve your own success by lifting and serving others to achieve more', 'The first practice of self-leadership is to control your thoughts', 'Develop thoughts that are positive, uplifting and contribute to the world', 'Avoid self-doubt, hesitant thinking and wavering thought processes', 'Practice public praise and private criticism with deep understanding of others', 'Being able to take meaningful initiative is critical for self-leadership', 'Convert positive, purpose driven thinking into self-directed action', 'Achieve more by worrying less about who gets the credit', 'Be intrinsically motivated to become a better leader of self & others', 'Develop a growth mindset to learn from challenges & see opportunities', 'How Nelson Mandela was inspired by Invictus \"I am the master of my fate\"', '\"Mastering others is strength, mastering yourself is true power\" Art Of War', 'Leadership of small groups and teams of people in the workplace', 'How to build relationships in small teams by being vulnerable & authentic', 'Be obsessively helpful to other people in a group to increase leadership', \"Lead by serving other people to achieve their goals as part of the team's purpose\", 'Communicate and act in a broader context and vision than the group', 'Learn to see the value the team creates and lift people to work towards it', 'In formal positions of leadership, make time to lead and invest in skills', 'Delegate your own work to empower your team and prevent overload', 'Make time for other people and ensure you are approachable', \"Build people's confidence by recognising all contributions and role players\", 'Create an empowering environment in which the team can self-organise', 'Help the team to become independent of you for decisions & direction', 'Leading large groups of multiple teams requires you to lead leaders', 'Empower your management team to be authentic and express their own style', 'Display servant leadership and be self-critical in front of others', 'Proactively ask for specific feedback from people to drive engagement', \"Don't undermine people's trust by encouraging blame and fault finding\", \"Don't sweat the small stuff when you lead large groups of people\", 'Inspire people above their day to day workload and challenges', 'Leadership styles, the benefit of each leadership style, and how to use different styles in different team scenarios and situations', 'Autocratic, Authoritative, Pace-Setting, Democratic, Coaching, Affiliative, and Laissez-Faire Style of Leadership', 'Empathy, the benefits of leading with empathy, and the strategy to lead effectively with empathy', 'Compassion, Emotional Intelligence, Open & Transparent Communication, Active Listening, and Optimism are covered to help you lead with empathy', 'Action, learn how to lead with action centric leadership and use action to produce results', 'Learn how to be an action-minded leader, organise teams, and inspire everyone to take action', 'Diversity, use the power of diversity to drive innovation, creativity, performance, and personal growth', 'Learn to be an inclusive leader and to encourage diversity. Learn from our real life examples of working in diverse teams, cultures, and countries', 'Ethics, the importance of ethical leadership and traits of an ethical leader, as well as consequences of failure of ethics', 'Principles of ethical leadership such as Honesty, Justice, Respect, Community, Integrity, and Appropriate Conduct.', 'Resilience, the characteristics of resilient leaders, and the strategies and prices of resilient leadership', 'Resilient leadership strategies, such as Perspective, Emotional Intelligence, Exercise, Overcoming Fears, Driving Forces, Business Rules & Breathe', 'Skills, Story-telling, and Self-Leadership, learn the power of communicating and connecting using stories. Connect with a vision using your emotions', 'Learn what makes a great leader, including vulnerability, blanking intelligence and emotional quotient, giving autonomy, and lifting team to a higher purpose', 'High performing business leaders, that have set examples in Leadership and we can learn from their best practices and accomplishments', 'Learn from business leaders like Elon Musk, Jamie Dimon, Steve Jobs, Bill Gates, Ray Kroc, Andrew Carnegie, Walt Disney, Henry Ford, Warren Buffet', 'Inspiring authors of leadership, books on leadership that contain years of experience and learnings to help us learn the best practices of leadership', 'Learn from best leadership books such as dare to lead, no bullshit leadership, leaders eat last, strengths-based leadership, no rules rules, and many more', 'People, we can learn from leaders who have led revolutions and inspired millions, their style of leadership will help us inspire and motivate our teams', 'We cover leaders from real life locations such as Lord Admiral Nelson, Sir Winston Churchill, Nelson Mandela, Mahatma Gandhi, Abraham Lincoln, and many more'], 'link': 'https://www.udemy.com/course/leadership-skills-workplace/'}\n",
      "time management https://www.udemy.com/course/productivity-and-time-management/\n",
      "{'topic': 'time management', 'title': 'Productivity and Time Management for the Overwhelmed', 'subtitle': 'A complete productivity and time management course designed to help you reduce your overwhelm and increase your results.', 'key_learnings': ['Take control of their mindset and energy levels to increase your productivity', 'Discover why you are not as productive as you could be and develop a plan to improve', 'Increase \\xa0your productivity by implementing new strategies throughout your day', 'Create a personal plan that fits your personality and style'], 'link': 'https://www.udemy.com/course/productivity-and-time-management/'}\n",
      "time management https://www.udemy.com/course/do-more-stress-less/\n",
      "{'topic': 'time management', 'title': 'Time Management Mastery: Do More, Stress Less', 'subtitle': 'Take control of your time, your to-do list, and your overwhelm.  Learn how to get it all done, without the stress.', 'key_learnings': ['Discover and apply time-management and productivity strategies, techniques, and hacks', 'Identify and solve for roadblocks that prevent you from being your most productive self', 'Use your natural tendencies and traits to your advantage to optimize your time and productivity', 'Build a personalized productivity system', 'Use your single trusted system to collect and manage your tasks', \"Prioritize effectively to make sure you're working on the right things, at the right time\", 'Plan your daily, weekly, and long-term work & goals to save time and reduce stress', 'Use single-tasking, time blocking, documentation and breaks to more effectively focus on the job'], 'link': 'https://www.udemy.com/course/do-more-stress-less/'}\n",
      "time management https://www.udemy.com/course/time-management-master/\n",
      "{'topic': 'time management', 'title': 'Time Management Mastery: Productivity & Goals', 'subtitle': 'Practical guide to time management - master productivity and efficiency every day', 'key_learnings': ['Practical tools and techniques for mastering time management', 'Get your life back by learning how to saying no', 'Work out what is important to you in life', 'Easily negotiate extra time into your schedule each week', 'Implement systems that will save you time', 'Take back control of your time management', 'Overcome procrastination to achieve your goals', 'Discover how organising your desk can increase your productivity', 'Implement small daily changes that won’t cost you any money'], 'link': 'https://www.udemy.com/course/time-management-master/'}\n",
      "time management https://www.udemy.com/course/practical-time-management-nabielec/\n",
      "{'topic': 'time management', 'title': 'Practical Time Management - Personal Productivity Tools', 'subtitle': 'Time management tools that will improve your productivity and work and life satisfaction', 'key_learnings': ['What are the limitations of our brains and how to cooperate with them, rather than fight with them.', 'Most useful tools, techniques, and habits used for task list management and calendar management.', 'Practical solutions for managing focus and avoiding distractions.', 'An essence of 40 books, like “Getting Things Done”, “The Power of Habit”, and “Essentialism”, over 10 years of practice in big companies and feedback from over 2.000 people.'], 'link': 'https://www.udemy.com/course/practical-time-management-nabielec/'}\n",
      "time management https://www.udemy.com/course/time_task_management/\n",
      "{'topic': 'time management', 'title': 'Time and Task Management: Time Management Techniques', 'subtitle': 'Time management techniques and strategies that you can apply today to get more things done with more value', 'key_learnings': ['Manage time and tasks more effectively', 'Immediately apply several easy time management techniques'], 'link': 'https://www.udemy.com/course/time_task_management/'}\n",
      "time management https://www.udemy.com/course/time-management-prioritization-and-productivity/\n",
      "{'topic': 'time management', 'title': 'Time Management, Prioritization and Productivity', 'subtitle': 'Time Management:  Avoid Distractions, Stop Procrastinating, Stay Focused, Increase Productivity, Plan & Prioritize', 'key_learnings': ['Increase productivity and get more done in less time', 'Stop wasting time by eliminating time-wasters', 'Avoid overwhelm with prioritization hacks', 'Set goals based on desired outcomes to ensure your effort will achieve your goal', 'Manage your time, your projects, or your team', 'Create weekly plans that help you stay organized and avoid procrastination', 'Stay focused and avoid common distractions', 'Identify your most and least productive activities, clients, and employees', 'Feel confident that you’re making progress and focusing on top priorities', 'Take control of your emails, your time, and your life'], 'link': 'https://www.udemy.com/course/time-management-prioritization-and-productivity/'}\n",
      "time management https://www.udemy.com/course/complete-time-management-course-raise-personal-productivity/\n",
      "{'topic': 'time management', 'title': 'Complete Time Management Course  Raise Personal Productivity', 'subtitle': 'Time Management Skills to Boost Your Management Skills, Productivity and Goal Setting Abilities', 'key_learnings': ['Time Management', 'Personal Productivity', 'Goal Setting', 'Management Skills', 'How to manage how you spend your time in life', 'Strategies for applying the Pareto Principle', 'Tips on how to NOT let Your Cell Phone eat away at your time and productivity', 'Mindful Stress Management', 'Achieve Better Work/Life Balance', 'Managing Burnout', 'Increase Productivity'], 'link': 'https://www.udemy.com/course/complete-time-management-course-raise-personal-productivity/'}\n",
      "time management https://www.udemy.com/course/productivity-10x-productivity/\n",
      "{'topic': 'time management', 'title': 'SUPERHUMAN Productivity 10X: The Secret Skill Of Performance', 'subtitle': 'The Ultimate Blueprint For Productivity In The New Era Of Business', 'key_learnings': ['#1 Step-By-Step Productivity System for High Achievers on Udemy!', 'How to 10X your personal productivity, avoid distractions, have laser-focus, implement powerful daily rituals!', 'How to stay focused on what really matters and find satisfaction in your work', 'How to stay energized and on the top of your game, so you can work smart without burning out.', 'How to automate your routine so productivity becomes a habit.', 'How to beat procrastination, once and for all.', 'How to make sure you do the right work, instead of just keeping busy.', 'Learn how to create a schedule that works.', 'Make more money', 'Learn how to prioritize', 'Cut out the bad habits that cost hours in the day for no reason.', 'Download Audio Version for MP3/iPod'], 'link': 'https://www.udemy.com/course/productivity-10x-productivity/'}\n",
      "time management https://www.udemy.com/course/productivity-time-management-masterclass/\n",
      "{'topic': 'time management', 'title': 'Productivity and Time Management Masterclass', 'subtitle': 'The Productivity Course: You = Super Productive. Daily Routines. Organization. Time Management. Task Management.', 'key_learnings': [\"In this course, you'll learn the best productivity strategies you can start using today and the best tools that will help you become super productive\", 'The biggest obstacles that destroy your productivity and time management', 'Extreme Productivity Strategies!', 'Email productivity, saving hours of work', \"Strategies for setting your daily and weekly goals - that's The GPS, the productivity guide\", \"You'll learn how to organize super productive meetings that impress your coworkers\", 'Productivity tips on your smartphone', 'Tools for Digital Productivity', 'And how to create your successful morning routine that will be the fuel, at the beginning of the day, for a successful and super productive day', 'Organize your projects and your life with Notion', 'Increase focus', 'Work from home more effectively', 'End procrastination'], 'link': 'https://www.udemy.com/course/productivity-time-management-masterclass/'}\n",
      "time management https://www.udemy.com/course/ultimate-productivity-and-time-management-course/\n",
      "{'topic': 'time management', 'title': 'The Ultimate Productivity and Time Management Course 2024', 'subtitle': 'Effective Time Management and Personal Productivity Strategies for The Busy, Stressed and Overwhelmed.', 'key_learnings': ['Learn what the most common productivity killers are', 'Learn over a dozen techniques and strategies you can use to help improve your productivity and time management', 'Learn how to reduce the feeling of stress and overwhelm', 'Learn how to reach your goals (personal and business) faster', 'Learn how to become the most productive version of you', 'Learn how to manage your time more effectively'], 'link': 'https://www.udemy.com/course/ultimate-productivity-and-time-management-course/'}\n",
      "time management https://www.udemy.com/course/the-complete-personal-development-course/\n",
      "{'topic': 'time management', 'title': 'The Complete Personal Development Course - 22 Courses in 1', 'subtitle': 'The Most Comprehensive Masterclass in Personal Development - Start Growing Today!', 'key_learnings': ['Release Yourself From Emotional Pain And Frustration By Discovering How Emotions Really Work And How You Can Gain Greater Mastery', 'Breakthrough Personal Illusions And Unleash Your Hidden Potential', 'Gain Hidden Knowledge Of What Drives Motivation - The Master Key To Success', 'Discover How The “Imprint Period” Has Literally Programmed You For Life … And How To Reprogram It', 'How False Personas Drive The Habits And Behaviors Of Yourself And Others … Take Back Control And Free Yourself', 'Discover How Pain & Pleasure Rule Your Life … And The Secret Of How To Make This Work For You Instead Of Against You', 'Learn How Self-Image Determines What You Will And Won’t Do', 'And Much, Much More...! This Is Just The First Section Of The Training!'], 'link': 'https://www.udemy.com/course/the-complete-personal-development-course/'}\n",
      "time management https://www.udemy.com/course/productivity-and-time-management-strategies/\n",
      "{'topic': 'time management', 'title': 'Productivity and Time Management Strategies', 'subtitle': 'The Productivity Blueprint: Supercharge Your Time Management Skills', 'key_learnings': ['Define your goals and gain clarity over your priorities', 'Apply time management techniques to reach your goals', 'Understand your procrastination patterns and break them', 'Learn how to manage stress and avoid burnout'], 'link': 'https://www.udemy.com/course/productivity-and-time-management-strategies/'}\n",
      "time management https://www.udemy.com/course/mastering-productivity-time-management-and-goal-setting/\n",
      "{'topic': 'time management', 'title': 'Mastering Productivity, Time Management, and Goal Setting', 'subtitle': 'Unlocking Success: Strategies for Enhanced Productivity, Effective Time Management, and Goal Achievement', 'key_learnings': ['Time Management: Principles and Techniques', 'Goal Setting: Strategies for Success', 'Overcoming Procrastination and Building Habits', 'Productivity Tools, Techniques, and Work-Life Balance', 'Maintaining Momentum, Staying Motivated, and Achieving Continuous Improvement'], 'link': 'https://www.udemy.com/course/mastering-productivity-time-management-and-goal-setting/'}\n",
      "time management https://www.udemy.com/course/effective-time-and-stress-management-strategies/\n",
      "{'topic': 'time management', 'title': 'Effective Time and Stress Management Strategies', 'subtitle': 'Unlock your potential with the Effective Time and Stress Management Strategies course bundle.', 'key_learnings': ['Identify underlying causes of procrastination in personal and work settings.', 'Cultivate self-discipline and a growth mindset for task initiation.', 'Create and practice practical stress management methods, like being an internal coach and relaxing activities.', 'Utilize calendar tools effectively to prioritize and manage daily tasks and meetings.', 'Apply appropriate strategies to delegate tasks in a work and personal context.', 'Understand and apply the principles of SMART (Specific, Measurable, Attainable, Relevant, Time-bound) goals to enhance focus and productivity.'], 'link': 'https://www.udemy.com/course/effective-time-and-stress-management-strategies/'}\n",
      "time management https://www.udemy.com/course/master-time-management-and-productivity/\n",
      "{'topic': 'time management', 'title': 'Master Time Management and Productivity (Bonus Free eBook)', 'subtitle': 'Ultimate guide to time management and reducing stress & anxiety - Increase your productivity, crush your goals! [5.5PDU]', 'key_learnings': ['Discover how you can get your time to work for you instead of continuing to work for it.', 'Take charge of your time, greatly increase your productivity and start getting the value from your minutes that you truly deserve.', 'The concepts, philosophies and the mindset that enables mastery of time management and reduction in stress and anxiety.', 'How to identify the things that are stealing your time without you even noticing it.', 'How your mind and body influences your productivity and how you can use your body to improve your time management and productivity.', 'Trailed and tested productivity tools and techniques that you can start using today to achieve your goals with much greater focus and speed.', 'A mindset that will not only serve you for productive management of your time, but will also enable you to live YOUR EXTRAORDINARY life the way you DESERVE.', 'Join me and rediscover what your time means to you, how it can and should serve you and start your journey of getting the most out of time and life.'], 'link': 'https://www.udemy.com/course/master-time-management-and-productivity/'}\n",
      "time management https://www.udemy.com/course/time-management-best-practices-training/\n",
      "{'topic': 'time management', 'title': 'Time Management Best Practices Training', 'subtitle': 'Understand the concept of time management and know the skills, strategies, tools & techniques.', 'key_learnings': ['To provide participants understanding of effective time management, its importance, basic requirements and components.', 'To help participants know the role of planning in time management and how to make a task plan', 'To acquaint participants with various time management strategies used by successful people and how to apply them in easiest way', 'To help participants identify some major time sucks at workplaces and know how to protect time from these time sucks'], 'link': 'https://www.udemy.com/course/time-management-best-practices-training/'}\n",
      "time management https://www.udemy.com/course/time-management-productivity-stress-less-accomplish-more/\n",
      "{'topic': 'time management', 'title': 'Time Management & Productivity: Stress Less, Accomplish More', 'subtitle': 'COMPLETE Course (7 hours!) for Busy & Stressed People. Get Better Results Now. Regain Control & Make Big Things Happen.', 'key_learnings': ['Published in October 2022!', '7 hours of Professionally Produced Video Lectures', 'Reduce Stress in Spite of Chaos', 'Reduce Overwhelm and Gain Clarity', 'Increase Your Productivity', 'Get Crucial Things Done instead of Wasting Time on 100s of Unimportant Tasks', 'Discover Proven Time Management Strategies, Tools, Hacks', 'Adopt the Mindset of a Productivity Hacker', 'Get Better Results in Less Time', 'Get Your Official Certificate of Completion to Boost Your Resume'], 'link': 'https://www.udemy.com/course/time-management-productivity-stress-less-accomplish-more/'}\n",
      "time management https://www.udemy.com/course/time-management-for-students-professionals-entrepreneurs/\n",
      "{'topic': 'time management', 'title': 'Time Management MASTERY: Time Management To Max Productivity', 'subtitle': 'Research-based time management, scheduling, and task management to boost productivity! Master time management', 'key_learnings': ['#1 most important skill for your career', 'Industry-tested, SCIENCE-BASED time management for 2024', 'Prioritize tasks like top-1% performers', 'GET MORE DONE, with higher quality, and achieve better results', 'Become better at scheduling', 'Take unimportant things OUT of your schedule', 'Follow your schedule better', 'Get better at choosing the important things to pursue in life and work', 'Become more efficient with your business/work/school', 'Timeboxing, which is an advanced time management strategy', 'WORLD-CLASS student support: I answer 99% of student questions within 24 hours', 'PERSONALIZED HELP from the instructor: Join OFFICE HOURS Zoom call with the instructor and students to ask questions directly', 'Move your life and projects forward'], 'link': 'https://www.udemy.com/course/time-management-for-students-professionals-entrepreneurs/'}\n",
      "time management https://www.udemy.com/course/productivity-time-management-course/\n",
      "{'topic': 'time management', 'title': 'Master Productivity & Time Management With 7 Courses', 'subtitle': 'Learn actionable steps to dismantle productivity barriers and unlock your full potential with our comprehensive course', 'key_learnings': ['Mastering Habits: Understand and harness the power of habits to propel your productivity.', 'Effective Goal Setting:  Learn strategies to not only set ambitious goals but also consistently achieve them, enhancing your productivity every time.', 'Proficient Time Management: Become adept at managing time. Discover proven strategies to effectively plan, prioritize, and manage your daily tasks.', 'Stress Management: Equip yourself with techniques to manage and prevent stress.', 'Preventing Burnout: Gain insights into recognizing early signs of burnout and implement measures to prevent it, ensuring sustained productivity.', \"Neurohacking for Enhanced Performance: Understand how the brain works and learn techniques to 'hack' your brain for optimal productivity.\", 'Overcoming Information Overload: Discover how to filter relevant information, avoid being overwhelmed, and use the information to your advantage.', 'Cultivating a Purpose-Driven Approach: Learn to identify and align your work with your purpose, fueling motivation and dramatically improving productivity.', 'Nurturing a Conducive Work Environment: Learn to create and adapt to an environment that enhances focus and facilitates effective work.', 'Transforming Productivity: Move beyond just managing time and tasks; learn to transform your approach towards work and life to make productivity a lifestyle.'], 'link': 'https://www.udemy.com/course/productivity-time-management-course/'}\n",
      "time management https://www.udemy.com/course/leadership-and-lean-management-masterclass/\n",
      "{'topic': 'time management', 'title': 'Management Skills - Team Leadership Skills Masterclass', 'subtitle': 'Leadership & Management Skills - Change Management- Lean BPM Management Skills - Team Management - Team Building', 'key_learnings': ['This course will help you become a successful team manager.', 'This course will help you understand how to manage people and get what you want from your team.', 'This course will help you gain good management skills so you can progress in your career.', 'You will learn the core skills of management.', 'Learn how to influence the people around you.', 'Understand what a data guided manager is.', 'Understand how to build a team.', 'You will understand how to use LEAN tools and techniques to deliver results.', 'You will learn how to manage culture change.', 'Understand how to train your team.'], 'link': 'https://www.udemy.com/course/leadership-and-lean-management-masterclass/'}\n",
      "meetings management https://www.udemy.com/course/leading-effective-meetings-you-can-lead-effective-meetings/\n",
      "{'topic': 'meetings management', 'title': 'Leading Effective Meetings - You Can Lead Effective Meetings', 'subtitle': 'Learn How to Plan Effective Meetings, Run Effective Meetings and Generate Results After Your Meetings', 'key_learnings': ['Become highly skilled in leading effective meetings', 'How to Plan effective meetings', 'How to conduct effective meetings', 'How to Implement results of effective meetings', 'How to facilitate effective meetings', 'How to make engaging presentations at meetings', 'Delivering bad news to customers', 'Communicating to Drive Change', 'Selling with stories', 'Remote selling', 'Lead effective meetings'], 'link': 'https://www.udemy.com/course/leading-effective-meetings-you-can-lead-effective-meetings/'}\n",
      "meetings management https://www.udemy.com/course/make-meetings-work-tackle-time-management-troubles/\n",
      "{'topic': 'meetings management', 'title': 'Make Meetings Work & Tackle Time Management Troubles', 'subtitle': 'Manage your time and conduct the best meeting possible with these techniques and goals.  ', 'key_learnings': ['Get the right people to your meetings & plan your agenda', 'Wrap your meeting up for success', 'Improve your self-discipline & time management', 'Value yourself & tools to manage your time'], 'link': 'https://www.udemy.com/course/make-meetings-work-tackle-time-management-troubles/'}\n",
      "meetings management https://www.udemy.com/course/meetings-management/\n",
      "{'topic': 'meetings management', 'title': 'Meeting Management: How to Lead & Master Productive Meetings', 'subtitle': 'How to Lead and facilitate meeting, manage participants, handle disruptions and ensure outcomes. Crucial Business skills', 'key_learnings': ['Transform your meetings into highly productive ones.', 'Apply the Key elements of successful meetings', 'How to Identify and work with meeting’s objectives', 'Understand the value of meetings as a management tool', 'Recognize the critical planning step that makes meeting time more effective', 'Identify and use the different types of meetings ', 'Identify process tools that can help create an open and safe forum for discussion', 'Develop and practice techniques for handling counterproductive behaviors', 'Differentiate between a lousy and a successful meetings', 'Productive meetings characteristics and how to use them', 'The most crucial element of a meeting – How to set and achieve the Agenda.', 'How to choose the time, place and even the people who should attend your meetings', 'How to lead a meeting and your role as a meeting leader.', 'The difference between content and process in a meeting', 'How to set and use the rules of work during a meeting', 'Master the different meeting styles, their usage and results', 'Learn some facilitation skills', 'Strategies for balancing discussion, staying on track, and managing participants.', 'How to chair meetings effectively by dealing with disruptions, and applying professional techniques for handling counterproductive behavior.'], 'link': 'https://www.udemy.com/course/meetings-management/'}\n",
      "meetings management https://www.udemy.com/course/running-effective-meetings/\n",
      "{'topic': 'meetings management', 'title': 'Running Effective Meetings', 'subtitle': 'Improve your meeting management and facilitation skills to run effective meetings and become a better chairperson', 'key_learnings': ['Be able to prepare for a meeting by creating an effective agenda', 'Be able to open a meeting strongly, clearly stating what the meetings purpose, outcomes and agenda are', 'Be able to chair a meeting well by effectively manage and control the meeting content and attendees', 'Be able to close a meeting strongly, clearly stating what was covered, what was decided, and what actions are going to happen as a result of the meeting', 'Be able to review the success of the meeting and follow up on any actions or issues post the meeting'], 'link': 'https://www.udemy.com/course/running-effective-meetings/'}\n",
      "meetings management https://www.udemy.com/course/meeting-productivity/\n",
      "{'topic': 'meetings management', 'title': 'Meeting Productivity For In-Person & Virtual Zoom Meetings', 'subtitle': \"Get more from every meeting whether it's in-person, teleconference, video conference, online meeting, Zoom, or Skype\", 'key_learnings': ['Make every meeting more 10X more PRODUCTIVE', 'Make your meetings much more ORGANIZED', 'Achieve BETTER OUTCOMES!', 'Best ways to follow up after the meeting', 'Take effective meeting notes', 'Have your meetings stay on point and avoid tangential conversations', 'Be a better manager', 'Boost meeting productivity while having fewer and shorter meetings', 'WORLD-CLASS student support: I answer 99% of student questions within 24 hours', 'PERSONALIZED HELP from the instructor: Join OFFICE HOURS Zoom call with the instructor and students to ask questions directly'], 'link': 'https://www.udemy.com/course/meeting-productivity/'}\n",
      "meetings management https://www.udemy.com/course/effective-meetings-for-management-consultants-analysts/\n",
      "{'topic': 'meetings management', 'title': 'Effective Meetings for Management Consultants & Analysts', 'subtitle': 'A practical guide on how to conduct efficiently meetings during consulting projects', 'key_learnings': ['How to prepare for a meeting with managers', 'How to deliver presentation during consulting projects', 'How to prepare for interviews with managers and directors', 'How to conduct interviews with managers and directors'], 'link': 'https://www.udemy.com/course/effective-meetings-for-management-consultants-analysts/'}\n",
      "meetings management https://www.udemy.com/course/project-management-how-to-run-meetings-document-minutes/\n",
      "{'topic': 'meetings management', 'title': 'Project Management - How to Run Meetings & Document Minutes', 'subtitle': 'Learn to lead project meetings well so your team can deliver great results.', 'key_learnings': ['Discussion of PM responsibilities with respect to communications', 'Explanation of general communication problems and their solutions', 'What are the strategies to run your meetings effectively and efficiently', 'What are the types of meetings', 'Why are meeting minutes important', 'A detailed walkthrough through 5 consecutive status meeting minutes'], 'link': 'https://www.udemy.com/course/project-management-how-to-run-meetings-document-minutes/'}\n",
      "meetings management https://www.udemy.com/course/learn-how-to-write-effective-minutes-of-meeting/\n",
      "{'topic': 'meetings management', 'title': 'Your Guide to Effective Meeting Minutes and Task Management', 'subtitle': 'Learn how to write minutes of meetings, run effective meetings, manage tasks effectively and track tasks using Trello.', 'key_learnings': ['Write effective minutes of meeting', 'Prepare for a meeting', 'Run a productive and effective meeting', 'Finalize minutes of meeting', 'Manage daily tasks effectively', 'Organize and track tasks using Trello'], 'link': 'https://www.udemy.com/course/learn-how-to-write-effective-minutes-of-meeting/'}\n",
      "meetings management https://www.udemy.com/course/project-management-applied-soft-skills-for-managers/\n",
      "{'topic': 'meetings management', 'title': 'Project Management: Applied Soft Skills for Managers', 'subtitle': 'Project Management skills - assertiveness, influencing, customer care, selling, negotiation, leadership, communication', 'key_learnings': ['Master eight practical areas to make your projects run smoothly and on plan', 'Assertiveness: the exact words to calmly secure the outcome you want', 'Influencing: getting difficult stakeholders aligned with your goals', 'Customer care: leaving your boss or client thrilled with your work', 'Selling: practical tools for dealing with clients', 'Negotiation: get great deals from suppliers and avoid clients eroding your profit', 'Leadership: have a united and motivated team behind you', 'Communication: running highly effective meetings', 'Self improvement: balancing workload, stress, procrastination and time management'], 'link': 'https://www.udemy.com/course/project-management-applied-soft-skills-for-managers/'}\n",
      "meetings management https://www.udemy.com/course/manage-project-communications-impeccably-6-pdus-pmi-pmp_project_guard/\n",
      "{'topic': 'meetings management', 'title': 'Communication Excellence for Project Success; 6 PDUs PMI PMP', 'subtitle': 'Complete Communication management course; Nonverbal/Body Language; Meeting execution; Real Life Examples/Simulations', 'key_learnings': ['Plan meetings to ensure productive participation and achievement of meeting goals', 'Deliver meetings by managing participants and their engagement on the meeting', 'Plan communication on the project to make sure all the data and crucial information will reach you so you can manage the project and make informed decisions', 'How to plan, organize and deliver most important project meetings - Kick off, project Status, Steering committee meeting  and Lessons Learned (Workshops)', 'Ensure that each and every information on your project will reach the right person on time and in the right way'], 'link': 'https://www.udemy.com/course/manage-project-communications-impeccably-6-pdus-pmi-pmp_project_guard/'}\n",
      "meetings management https://www.udemy.com/course/management-skill/\n",
      "{'topic': 'meetings management', 'title': 'Management Skills Masterclass - Management & Leadership', 'subtitle': 'Management Skills | Leadership | Teamwork | Team Management | Communication Skill for Managers | Manager Training', 'key_learnings': ['Gain Proficiency In Essential Management Frameworks For Strategic Decision-Making And Effective Task Prioritization.', 'Understand The Historical Evolution Of Management And Define The Role Of A Modern Manager In Various Contexts.', 'Develop Advanced Communication Skills For Clear, Impactful Messaging And Robust Team Engagement.', 'Learn To Distinguish And Integrate The Principles Of Leadership And Management For Holistic Team Development.', 'Acquire Skills To Form, Motivate, And Lead High-Performing Teams Through Effective Motivational Theories.', 'Master The Art And Science Of Delegation Using Smart Criteria To Enhance Team Efficiency And Productivity.', 'Develop Conflict Resolution Skills Using The Thomas-Kilmann Instrument For Maintaining Team Harmony.', 'Apply Lean Management Principles For Operational Efficiency, Drawing Insights From Real-World Case Studies.', 'Navigate Human Resources Management From A Managerial Perspective, Focusing On Recruitment, Onboarding, And Talent Development.', 'Embrace And Apply Ethical Management Practices And Understand The Importance Of Corporate Social Responsibility.', 'Lead With Confidence In A Digital Era, Adapting To Technological Changes And Fostering A Culture Of Innovation.', 'Cultivate A Global Mindset For Effective Cross-Cultural Management, Enhancing Communication And Team Dynamics.'], 'link': 'https://www.udemy.com/course/management-skill/'}\n",
      "meetings management https://www.udemy.com/course/team-leader-fundamentals-for-new-and-developing-team-leaders/\n",
      "{'topic': 'meetings management', 'title': 'Team Leader Fundamentals Professional Certificate', 'subtitle': 'Team Leadership, Inter-team communication skills, meeting management, risk &amp; change management, conflict resolution', 'key_learnings': ['Team leader'], 'link': 'https://www.udemy.com/course/team-leader-fundamentals-for-new-and-developing-team-leaders/'}\n",
      "meetings management https://www.udemy.com/course/mastering-meetings-time-management/\n",
      "{'topic': 'meetings management', 'title': 'Mastering Meetings & Time Management', 'subtitle': 'Expert Strategies to Optimize Your Meetings, Improve Team Productivity and Save Time', 'key_learnings': ['Master the art of creating focused and productive meeting agendas to drive efficiency.', 'Develop skills in leading dynamic and engaging meetings that encourage active participation.', 'Learn to apply the Eisenhower Matrix for effective prioritization of tasks and time management.', 'Gain expertise in setting SMART goals for clear, achievable, and measurable outcomes.', 'Acquire techniques to combat procrastination and maintain consistent productivity.', 'Understand the roles and responsibilities in meetings for streamlined and effective collaboration.', 'Implement strategies for inclusive and democratic decision-making processes in team settings.', 'Master time-blocking techniques to allocate and manage your daily and weekly schedules effectively.', 'Utilize digital tools and platforms for efficient meeting management and time tracking.', 'Enhance your ability to delegate tasks appropriately, optimizing team resources and skills.', 'Learn to manage and balance workloads effectively for reduced stress and increased productivity.', 'Discover the importance of active listening in meetings to foster understanding and collaboration.', 'Implement the Pomodoro Technique for focused work sessions and increased efficiency.', 'Develop strategies to minimize and manage disruptions during meetings for maintained focus.', 'Cultivate the ability to create actionable plans and follow-ups post-meetings for accountability.', 'Learn to use reflective practices to continuously improve your meeting and time management skills.', 'Acquire methods to effectively handle and navigate meeting challenges and obstacles.', 'Understand the significance of regular progress tracking and goal review in personal and professional development.', 'Apply communication techniques to clearly articulate and convey decisions and action plans.', 'Develop strategies for optimizing virtual meetings for engagement and productivity in remote work environments.'], 'link': 'https://www.udemy.com/course/mastering-meetings-time-management/'}\n",
      "meetings management https://www.udemy.com/course/techtomanager/\n",
      "{'topic': 'meetings management', 'title': 'IT Management Fundamentals - From IT Tech to IT Manager', 'subtitle': 'The knowledge and expertise you need to know to become an IT manager and develop those skills', 'key_learnings': ['Moving from a Tech to a Manager          ,', 'IT Manager Responsibilities', 'IT Strategies, Roadmaps, Budgets', 'People and Staff Management', 'Hardware, Software and other Registers', 'Disaster Recovery Design and Setup', 'Operations, Security & Capacity Management', 'Reporting, Audits and Dashboards'], 'link': 'https://www.udemy.com/course/techtomanager/'}\n",
      "meetings management https://www.udemy.com/course/time_task_management/\n",
      "{'topic': 'meetings management', 'title': 'Time and Task Management: Time Management Techniques', 'subtitle': 'Time management techniques and strategies that you can apply today to get more things done with more value', 'key_learnings': ['Manage time and tasks more effectively', 'Immediately apply several easy time management techniques'], 'link': 'https://www.udemy.com/course/time_task_management/'}\n",
      "meetings management https://www.udemy.com/course/master-communication-skills-collaborative-conversations/\n",
      "{'topic': 'meetings management', 'title': 'How to Run Requirements Meetings and Workshops in the AI Era', 'subtitle': 'Supercharge Requirements Elicitation: Combine Proven Facilitation Strategies and AI Insights for Unparalleled Results', 'key_learnings': ['Leverage AI tools to assist in planning and executing requirements workshops.', 'Resolve conflicts and manage difficult personalities in meetings with confidence, fostering a collaborative atmosphere conducive to innovation.', 'Plan, prepare, and perform collaborative meetings with an expanded toolkit of techniques and soft skills', 'Apply knowledge of the conscious and nonconscious minds to enhance stakeholder engagement, communication, and decision-making processes.', 'Leverage nonverbal communication skills to read and influence the room, ensuring effective transmission and reception of ideas.', 'Optimize the output of User Story Workshops, 3-Amigos Conversations, JAD Sessions, and 1-on-1 requirements interviews', 'Help participants discover and document features, functions, user stories, and requirements for future digital solutions by leveraging brain science', 'Manage the roles that conscious and nonconscious minds play in collaborative conversations', 'Anticipate common challenges associated with face-to-face and virtual meetings', 'Understand the significant role that the conscious and nonconscious minds play in collaborative conversations', 'Mitigate threats to successful collaboration using conflict resolution strategies', 'Maintain the momentum of your collaborative conversations by applying proven facilitation techniques', 'Harness the power of attentive, analytic, and empathetic listening to uncover hidden user needs and drive meaningful project outcomes.', 'Understand the nuances of crafting effective prompts to simulate conversations with diverse personalities', 'Discover how to leverage ChatGPT as a personalized communication coach for realistic practice', 'Reduce conflicts and enhance connections, empathy, and productivity in your communications'], 'link': 'https://www.udemy.com/course/master-communication-skills-collaborative-conversations/'}\n",
      "meetings management https://www.udemy.com/course/business-english-management-and-leadership/\n",
      "{'topic': 'meetings management', 'title': 'Business English - Management & Leadership', 'subtitle': 'Learn perfect Business English words and phrases to help you shine as a leader and improve your management skills', 'key_learnings': [\"You'll learn Business English words and phrases all about Management & Leadership\", \"You'll learn to elicit, give, and receive feedback in perfect Business English\", \"You'll learn amazing Business English writing skills including emails, memos and instant messages\", \"You'll learn how to lead meetings & presentations using accurate Business English phrases\"], 'link': 'https://www.udemy.com/course/business-english-management-and-leadership/'}\n",
      "meetings management https://www.udemy.com/course/time-management-for-students-professionals-entrepreneurs/\n",
      "{'topic': 'meetings management', 'title': 'Time Management MASTERY: Time Management To Max Productivity', 'subtitle': 'Research-based time management, scheduling, and task management to boost productivity! Master time management', 'key_learnings': ['#1 most important skill for your career', 'Industry-tested, SCIENCE-BASED time management for 2024', 'Prioritize tasks like top-1% performers', 'GET MORE DONE, with higher quality, and achieve better results', 'Become better at scheduling', 'Take unimportant things OUT of your schedule', 'Follow your schedule better', 'Get better at choosing the important things to pursue in life and work', 'Become more efficient with your business/work/school', 'Timeboxing, which is an advanced time management strategy', 'WORLD-CLASS student support: I answer 99% of student questions within 24 hours', 'PERSONALIZED HELP from the instructor: Join OFFICE HOURS Zoom call with the instructor and students to ask questions directly', 'Move your life and projects forward'], 'link': 'https://www.udemy.com/course/time-management-for-students-professionals-entrepreneurs/'}\n",
      "meetings management https://www.udemy.com/course/learn-smartsheet-intermediate-to-advanced-training/\n",
      "{'topic': 'meetings management', 'title': 'Smartsheet Project Management- Intermediate to Advanced', 'subtitle': 'Learn more tips and tricks and take your Smartsheet knowledge to the next level with this training course', 'key_learnings': ['Advanced Smartsheet formulas', 'Creating professional dashboards in Smartsheet', 'Proofing in Smartsheet', 'WorkApps', 'Best Practices of using the software'], 'link': 'https://www.udemy.com/course/learn-smartsheet-intermediate-to-advanced-training/'}\n"
     ]
    }
   ],
   "source": [
    "trainings_to_db = []\n",
    "for topic in mapped_links:\n",
    "    for link in mapped_links[topic]['links']:\n",
    "        print(topic, link)\n",
    "        chrome_options = Options()\n",
    "        chrome_options.add_argument(\"--disable-search-engine-choice-screen\")\n",
    "        driver = webdriver.Chrome(chrome_options)\n",
    "        driver.get(link)\n",
    "        time.sleep(5)\n",
    "        soup = BeautifulSoup(driver.page_source, 'html.parser')\n",
    "        title = soup.find(class_='ud-heading-xl clp-lead__title clp-lead__title--small').text\n",
    "        subtitle = soup.find(class_='ud-text-md clp-lead__headline').text\n",
    "        key_learnings = []\n",
    "\n",
    "        for wywl in soup.find_all(class_='what-you-will-learn--objective-item--VZFww'):\n",
    "            key_learnings.append(wywl.text)\n",
    "\n",
    "        course_dict = {\"topic\" : topic,\n",
    "                       \"title\" : title,\n",
    "                       \"subtitle\" : subtitle,\n",
    "                       \"key_learnings\" : key_learnings,\n",
    "                       \"link\" : link}\n",
    "        trainings_to_db.append(course_dict)\n",
    "        print(course_dict)\n",
    "        driver.quit()\n",
    "        time.sleep(2)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 180,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'topic': 'communication',\n",
       "  'title': 'The Complete Communication Skills Master Class for Life',\n",
       "  'subtitle': 'Communication Skills for Persuasion, Assertiveness and All Business Communication Needs',\n",
       "  'key_learnings': ['Communicate Confidently in All Business and Personal Situations',\n",
       "   'Communicate in An Understandable Manner',\n",
       "   'Communicate in A Memorable Way',\n",
       "   'Communicate and Influence People',\n",
       "   'How to Master Every Communications Opportunity',\n",
       "   'Changes lives by communicating professionally'],\n",
       "  'link': 'https://www.udemy.com/course/the-complete-communication-skills-master-class-for-life/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Communication Fundamentals: How To Communicate Better',\n",
       "  'subtitle': 'Become an Effective Communicator And Learn How to Get Your Message Across By Learning Communication Fundamentals',\n",
       "  'key_learnings': ['Effectively communicate',\n",
       "   'Communicate with different personalities'],\n",
       "  'link': 'https://www.udemy.com/course/communication-fundamentals-how-to-communicate-better/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Foundations to Communication Mastery',\n",
       "  'subtitle': 'Learn how to amplify the best parts of you.',\n",
       "  'key_learnings': [\"Learn that great communication skills are not complex, they are simple. Don't fall for the illusion of complexity.\",\n",
       "   'Learn 5 core vocal foundations that will help you become more engaging, influential and impactful.',\n",
       "   'Learn how to use your vocal foundations to build rapport FAST.',\n",
       "   'Learn a powerful self awareness technique to help you instantly improve the way you communicate!'],\n",
       "  'link': 'https://www.udemy.com/course/foundations-to-communication-mastery/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Assertive Communication Skills Masterclass',\n",
       "  'subtitle': 'Assertive Communication Skills for Business & Social Life. Speak Confidently. Set Boundaries. Difficult conversations.',\n",
       "  'key_learnings': ['How to be more assertive at work and in life!',\n",
       "   \"Understand your natural communication style and know if you're assertive or not.\",\n",
       "   'Overcome your fears and limiting beliefs about being assertive.',\n",
       "   'Move from being a passive communicator to a confident, assertive communicator.',\n",
       "   'Say “no” and establish boundaries without feeling guilty.',\n",
       "   'Make clear requests to your team members, friends and family.',\n",
       "   'Disagree assertively and know how to react when somebody disagrees with you.',\n",
       "   'Speak confidently and become visible in group situations.',\n",
       "   'Be an engaging conversation partner in one-on-one conversations.',\n",
       "   'Honestly and confidently express what you think, feel and want without holding back.',\n",
       "   'Learn body language to support your assertive verbal message.',\n",
       "   'Deal with difficult situations with ease.'],\n",
       "  'link': 'https://www.udemy.com/course/assertive-communication-skills-masterclass/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Effective Communication in the Workplace',\n",
       "  'subtitle': 'Business Communication Training',\n",
       "  'key_learnings': ['Basic communication methods and patterns, like using your voice to control the conversation',\n",
       "   'How to become a valuable and comprehensive conversational partner for others and how to limit potential for conflict',\n",
       "   'Establish power and control in any relationship, so you can use that power to direct the relationship in the direction you choose'],\n",
       "  'link': 'https://www.udemy.com/course/effective-communication-in-the-workplace/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Workplace Communication: You Can Speak Up at Meetings!',\n",
       "  'subtitle': 'You Can Learn to Speak up At Anytime Knowing how To Look and Sound Your Best in Meetings',\n",
       "  'key_learnings': ['Speak up at meetings',\n",
       "   'Project confidence when speaking in front of others',\n",
       "   'Gather your thoughts quickly in order to offer impromptu comments',\n",
       "   'Rehearse comments for meetings'],\n",
       "  'link': 'https://www.udemy.com/course/how-to-speak-up-at-meetings/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Communication Skills - 11 Communication Courses In 1',\n",
       "  'subtitle': 'Master Communication Skills: Learn Persuasion, Negotiation, Body Language, Emotional Intelligence And More!',\n",
       "  'key_learnings': ['Develop your communication skills to effectively express your thoughts and ideas in any context.',\n",
       "   'Learn to convincingly put forth your arguments and sway opinions in your favor.',\n",
       "   'Acquire the skills to make a lasting impact and influence those around you in personal and professional settings.',\n",
       "   'Improve your social skills to build stronger relationships and network more effectively.',\n",
       "   'Gain expertise in negotiation strategies to arrive at mutually beneficial outcomes in any situation.',\n",
       "   \"Understand and interpret body language to gain deeper insights into people's thoughts and feelings.\",\n",
       "   'Cultivate the ability to recognize, understand, and manage your emotions and the emotions of others.',\n",
       "   'Learn to deliver compelling and impactful speeches that captivate your audience.',\n",
       "   'Master media communication, boost confidence and authority, resonate with audiences, and effectively structure content for maximum impact.',\n",
       "   'Master the art of meaningful feedback: understand its importance, prepare effectively, and learn impactful styles and techniques for giving feedback',\n",
       "   'Master the nuances of virtual communication to effectively connect and collaborate in digital environments.',\n",
       "   'Learn to craft and deliver compelling pitches: Captivate attention, address needs, use persuasive language, and passionately convey your ideas.',\n",
       "   'Master cross-cultural communication: Recognize cultural values, adapt to diverse settings, and navigate international negotiations & conflicts.'],\n",
       "  'link': 'https://www.udemy.com/course/master-communication-skills/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'The Communication Skills and Social Intelligence Masterclass',\n",
       "  'subtitle': 'An essential guide to cultivating influential people skills, communication skills and street-smart social intelligence.',\n",
       "  'key_learnings': ['Identify the importance and benefits of gaining influential communication skills.',\n",
       "   'Interact with other people with unconditional acceptance and without prejudice.',\n",
       "   'How to connect and interact with people in an authentic and interesting way.',\n",
       "   'Achieve a healthy sense of social confidence and eradicate social insecurity.',\n",
       "   \"Identify how different cultures affect people's attitudes, habits and behaviour.\",\n",
       "   'Communicate with a sense of assertiveness, transparency and self-assurance.',\n",
       "   'How to manage challenging people, give honest feedback and handle criticism.',\n",
       "   'Easily and accurately convey your thoughts, feelings, and information to others.',\n",
       "   'Understand the importance of body language and other paralinguistic aspects.',\n",
       "   'And much, much more.'],\n",
       "  'link': 'https://www.udemy.com/course/communication-skills-become-a-superstar-communicator/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Communication, Leadership & Management - 3 in 1 Masterclass',\n",
       "  'subtitle': 'Learn Communication &amp; Leadership Skills For Inspiration, Success In Life, Work PLUS Management Skills For Career Success',\n",
       "  'key_learnings': ['The power of story-telling to tap into human emotions so your message has more impact & retention',\n",
       "   'Boost your leadership with Mindfulness, Goal Setting, Time Management, Success Mindset & Emotional Intelligence',\n",
       "   'The importance of clarity in all types of communications to ensure the highest impact for your audience',\n",
       "   \"Email management practices that will help you get on top of your inbox and stand out in other people's inboxes\",\n",
       "   'Practical things you can do in online meetings to stand out and demonstrate engagement and contribution',\n",
       "   'Group communications such as Whatsapp groups and smaller audiences that use efficient, digital communications',\n",
       "   'Larger scale messaging such as for events and getting big groups of people to take action',\n",
       "   'Verbal communication in 1:1 settings, meetings and other contexts when it still matters what you say and how you say it',\n",
       "   'The \"hero\\'s quest\" story telling pattern and how you should make your audience the hero of your story',\n",
       "   'The difference in communicating messages across social media platforms like Twitter, Instagram, Facebook etc',\n",
       "   'The preview principle for writing emails that people will read, receive your message and take action',\n",
       "   'How to write emails that have attachments to avoid \"lazy email etiquette\" and ensure you deliver value to your recipient',\n",
       "   'The importance of writing with clear action words as verbs and nouns (person, place, thing) as subjects',\n",
       "   \"Don't start processing email at the beginning of the day because this wasting good thinking time on administrative activity\",\n",
       "   'The 3 sentence rule for composing emails to ensure you get your message across with high impact and retention',\n",
       "   'Calls to action in emails and practical steps to ensure that people know what they need to do as part of a plan',\n",
       "   'Switch your camera on when you are introducing yourself or presenting in online meetings',\n",
       "   'Use the chat feature in online meetings with context and proper intent to engage meaningfully',\n",
       "   'The importance of good slide design and well prepared presentations in online meetings',\n",
       "   'Only communicate something on a group messaging environment which is useful for everyone',\n",
       "   'Use the group description to provide the rules of the group to everyone with principles for engagement',\n",
       "   'Principles of digital citizenship like authenticity, respect, humility and the importance of communicating as a digital citizen',\n",
       "   'Understand the different intentions and audience expectations of various social media platforms',\n",
       "   \"The importance of managing your audience's expectations when you communicate in different channels\",\n",
       "   'Communicating with large groups of people by diversifying your messaging and increasing frequency closer to action',\n",
       "   'Verbal communication with your boss, co-workers, meetings and larger groups of people',\n",
       "   'Listen to understand, not to form your reply and try and use the word \"done\" as often as possible to build credible messaging',\n",
       "   'How you can lead without authority or being a manager of other people',\n",
       "   'The importance of being centred in your own life to develop self-leadership',\n",
       "   'Leadership skills to help you have more impact and influence',\n",
       "   'Practising self-leadership by living and acting independently',\n",
       "   'How to be a leader of self before you can leader other people',\n",
       "   'Small group leadership that is built on relationships and trust',\n",
       "   'How to lead large groups of people consisting of multiple teams',\n",
       "   'How to act now to ensure a successful journey of leadership',\n",
       "   'Improve your own success by lifting and serving others to achieve more',\n",
       "   'The first practice of self-leadership is to control your thoughts',\n",
       "   'Develop thoughts that are positive, uplifting and contribute to the world',\n",
       "   'Avoid self-doubt, hesitant thinking and wavering thought processes',\n",
       "   'Practice public praise and private criticism with deep understanding of others',\n",
       "   'Being able to take meaningful initiative is critical for self-leadership',\n",
       "   'Convert positive, purpose driven thinking into self-directed action',\n",
       "   'Achieve more by worrying less about who gets the credit',\n",
       "   'Be intrinsically motivated to become a better leader of self & others',\n",
       "   'Develop a growth mindset to learn from challenges & see opportunities',\n",
       "   'How Nelson Mandela was inspired by Invictus \"I am the master of my fate\"',\n",
       "   '\"Mastering others is strength, mastering yourself is true power\" Art Of War',\n",
       "   'Leadership of small groups and teams of people in the workplace',\n",
       "   'How to build relationships in small teams by being vulnerable & authentic',\n",
       "   'Be obsessively helpful to other people in a group to increase leadership',\n",
       "   \"Lead by serving other people to achieve their goals as part of the team's purpose\",\n",
       "   'Communicate and act in a broader context and vision than the group',\n",
       "   'Learn to see the value the team creates and lift people to work towards it',\n",
       "   'In formal positions of leadership, make time to lead and invest in skills',\n",
       "   'Delegate your own work to empower your team and prevent overload',\n",
       "   'Make time for other people and ensure you are approachable',\n",
       "   \"Build people's confidence by recognising all contributions and role players\",\n",
       "   'Create an empowering environment in which the team can self-organise',\n",
       "   'Help the team to become independent of you for decisions & direction',\n",
       "   'Leading large groups of multiple teams requires you to lead leaders',\n",
       "   'Empower your management team to be authentic and express their own style',\n",
       "   'Display servant leadership and be self-critical in front of others',\n",
       "   'Proactively ask for specific feedback from people to drive engagement',\n",
       "   \"Don't undermine people's trust by encouraging blame and fault finding\",\n",
       "   \"Don't sweat the small stuff when you lead large groups of people\",\n",
       "   'Inspire people above their day to day workload and challenges',\n",
       "   'Leadership styles, the benefit of each leadership style, and how to use different styles in different team scenarios and situations',\n",
       "   'Autocratic, Authoritative, Pace-Setting, Democratic, Coaching, Affiliative, and Laissez-Faire Style of Leadership',\n",
       "   'Empathy, the benefits of leading with empathy, and the strategy to lead effectively with empathy',\n",
       "   'Compassion, Emotional Intelligence, Open & Transparent Communication, Active Listening, and Optimism are covered to help you lead with empathy',\n",
       "   'Action, learn how to lead with action centric leadership and use action to produce results',\n",
       "   'Learn how to be an action-minded leader, organise teams, and inspire everyone to take action',\n",
       "   'Diversity, use the power of diversity to drive innovation, creativity, performance, and personal growth',\n",
       "   'Learn to be an inclusive leader and to encourage diversity. Learn from our real life examples of working in diverse teams, cultures, and countries',\n",
       "   'Ethics, the importance of ethical leadership and traits of an ethical leader, as well as consequences of failure of ethics',\n",
       "   'Principles of ethical leadership such as Honesty, Justice, Respect, Community, Integrity, and Appropriate Conduct.',\n",
       "   'Resilience, the characteristics of resilient leaders, and the strategies and prices of resilient leadership',\n",
       "   'Resilient leadership strategies, such as Perspective, Emotional Intelligence, Exercise, Overcoming Fears, Driving Forces, Business Rules & Breathe',\n",
       "   'Skills, Story-telling, and Self-Leadership, learn the power of communicating and connecting using stories. Connect with a vision using your emotions',\n",
       "   'Learn what makes a great leader, including vulnerability, blanking intelligence and emotional quotient, giving autonomy, and lifting team to a higher purpose',\n",
       "   'High performing business leaders, that have set examples in Leadership and we can learn from their best practices and accomplishments',\n",
       "   'Learn from business leaders like Elon Musk, Jamie Dimon, Steve Jobs, Bill Gates, Ray Kroc, Andrew Carnegie, Walt Disney, Henry Ford, Warren Buffet',\n",
       "   'Inspiring authors of leadership, books on leadership that contain years of experience and learnings to help us learn the best practices of leadership',\n",
       "   'Learn from best leadership books such as dare to lead, no bullshit leadership, leaders eat last, strengths-based leadership, no rules rules, and many more',\n",
       "   'People, we can learn from leaders who have led revolutions and inspired millions, their style of leadership will help us inspire and motivate our teams',\n",
       "   'We cover leaders from real life locations such as Lord Admiral Nelson, Sir Winston Churchill, Nelson Mandela, Mahatma Gandhi, Abraham Lincoln, and many more',\n",
       "   'Brevity in communications and the importance of cutting back words and unnecessary content in your message'],\n",
       "  'link': 'https://www.udemy.com/course/high-impact-communication-skills/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Communication Skills: Become Clear, Concise, Confident',\n",
       "  'subtitle': 'Learn to sound more credible and and convincing with this hands-on course.',\n",
       "  'key_learnings': ['Make your messages more clear so they cut through and have an impact.',\n",
       "   'Learn to sound more confident and crisp by sharpening your messages.',\n",
       "   'Learn some simple nonverbal techniques to make you look and sound more confident.'],\n",
       "  'link': 'https://www.udemy.com/course/clear-concise-confident/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Business Communication Skills: EQ Intelligent Interactions',\n",
       "  'subtitle': 'Elevate Your Business Communication Skills for Success. Learn to Master the Art of Emotionally Intelligent Interactions',\n",
       "  'key_learnings': ['Business Communication',\n",
       "   'Congruent Communication',\n",
       "   'Emotional Intelligence',\n",
       "   'Behavioral Principles',\n",
       "   'Focused Conversation Planning',\n",
       "   \"The 5 C's of Effective Communication\",\n",
       "   'Business Communication Skills'],\n",
       "  'link': 'https://www.udemy.com/course/business-communication-skills-eq-intelligent-interactions/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Communication Skills for Beginners',\n",
       "  'subtitle': 'Start Building Your Communication Skills Now',\n",
       "  'key_learnings': ['Communicate effectively to individuals and small groups',\n",
       "   'Deliver presentations',\n",
       "   'Display basic public speaking skills',\n",
       "   'Communicate messages in an understandable and memorable way',\n",
       "   'Demonstrate mastery of all basic communication skills',\n",
       "   'Learn to master fear of public speaking and presenting',\n",
       "   'Pitching yourself',\n",
       "   'Virtual presentations'],\n",
       "  'link': 'https://www.udemy.com/course/communication-skills-for-beginners-d/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Communication Skills 101: Mastering Communication Strategies',\n",
       "  'subtitle': 'Essential Tools for Building Stronger Connections',\n",
       "  'key_learnings': ['Definition of Communication Skill and its Importance',\n",
       "   'Verbal Communication and Nonverbal Communication',\n",
       "   'Written Communication and Presentation',\n",
       "   'Writing for Online Platforms',\n",
       "   'Interpersonal Communication and Building Relationships',\n",
       "   'Managing Conflict and Difficult Conversations',\n",
       "   'Virtual Meetings and Remote Work',\n",
       "   'Communication Styles and Strategies',\n",
       "   'Communication Skills in the Digital Age and Online Communication',\n",
       "   'Case Studies and Practice',\n",
       "   'Tips for continuing to improve your communication skills'],\n",
       "  'link': 'https://www.udemy.com/course/communication-skills-101-mastering-communication-strategies/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Business Communication Skills: Business Writing & Grammar',\n",
       "  'subtitle': 'Professional communication skills: Business writing, English grammar, business English, email, and presentations skills',\n",
       "  'key_learnings': ['Make communication a STRENGTH that propels your CAREER forward!',\n",
       "   'Impress managers and co-workers with your writing!',\n",
       "   'Express your ideas clearly, and get your ideas heard and respected!',\n",
       "   'Stop making English writing and grammar errors that hold you back',\n",
       "   '100+ exercises and quiz questions to reinforce what you learn',\n",
       "   'Learn complete business grammar and business English',\n",
       "   'Make your written communication more professional',\n",
       "   'Improve your email communication skills',\n",
       "   'Make all your professional writing more clear, with perfect grammar, and word choice',\n",
       "   'Practice writing a business letter or a cover letter',\n",
       "   'Improve communication during conflict resolution skills',\n",
       "   'Learn meeting communication skills',\n",
       "   'Report writing skills',\n",
       "   'Presentation skills and creating storytelling presentations',\n",
       "   'Business proposal writing',\n",
       "   'Effective ways to learn English vocabulary',\n",
       "   'Advanced English writing and sophisticated word choice',\n",
       "   'WORLD-CLASS student support: I answer 99% of student questions within 24 hours',\n",
       "   'PERSONALIZED HELP from the instructor: Join OFFICE HOURS Zoom call with the instructor and students to ask questions directly'],\n",
       "  'link': 'https://www.udemy.com/course/professional-communication-and-business-writing/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Communication Skills for the Global Workplace',\n",
       "  'subtitle': 'Practical Communication Skills',\n",
       "  'key_learnings': ['How to influence',\n",
       "   'How to write emails that get replies',\n",
       "   'How to present with confidence',\n",
       "   'How to communicate with different cultures',\n",
       "   'How to manage conflict',\n",
       "   'How to have difficult conversations'],\n",
       "  'link': 'https://www.udemy.com/course/communication-skills-for-the-global-workplace/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'The Complete Business Communication Skills Masterclass',\n",
       "  'subtitle': 'Oral, Body, and Writing Communication. Master Public Speaking and Business Communication Skills and Get 3 EXTRA Courses.',\n",
       "  'key_learnings': ['Move from being shy to having a high communication standard with POWER and CONTROL over situations.',\n",
       "   'Communicate with CONFIDENCE and CLARITY in any situation in your professional and personal life.',\n",
       "   'INFLUENCE people through your communication.',\n",
       "   'IMPACT people and have control over the IMPRESSION they will have of you.',\n",
       "   'Master communication TECHNIQUES and PATTERNS that will accelerate your GROWTH and RESULTS.',\n",
       "   \"Use STORYTELLING, the secret to holding people's attention in all your speeches and presentations.\",\n",
       "   'PERSUADE people so that they want to do what you do is proposing',\n",
       "   'WRITE emails and create efficient reports',\n",
       "   'Develop a striking and persuasive BODY LANGUAGE'],\n",
       "  'link': 'https://www.udemy.com/course/communication-skills-the-complete-guide-oral-written-body/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Soft Skills Masterclass - 5 in 1, Communication, Leadership',\n",
       "  'subtitle': 'Soft Skills Training | Leadership | Teamwork | Communication | Problem Solving | Negotiation | Soft Skills |',\n",
       "  'key_learnings': ['Master The Art Of Soft Skills: Boost Your Career And Personal Growth',\n",
       "   'Communicate With Confidence: Develop Interpersonal Skills That Matter',\n",
       "   'Lead With Purpose: Transform Into A Charismatic & Effective Leader',\n",
       "   'Work Smarter, Not Harder: Learn The Power Of Teamwork & Collaboration',\n",
       "   'Conflict Resolution: Learn To Handle Challenges With Ease & Grace'],\n",
       "  'link': 'https://www.udemy.com/course/soft-skills-masterclass/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Communication Skills Masterclass - Your Communication Guide',\n",
       "  'subtitle': 'Communication Skill For Business Communication &amp; Effective Communication In Workplace &amp; Relationships.',\n",
       "  'key_learnings': ['Learn Theories, Models, and Principles Of Communication',\n",
       "   'Learn Oral Communication Best Practices, Techniques, and Tips',\n",
       "   \"Understand the Concept Of 'Noise' in Communication\",\n",
       "   \"Learn the 7C's Of Communication Along with Bonus C's\",\n",
       "   'Take Inspiration from Excellent Communicators and Learn their Techniques'],\n",
       "  'link': 'https://www.udemy.com/course/the-communication-masterclass/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Communication Skills for Professionals',\n",
       "  'subtitle': 'Learn the Top 5 essential communication skills that every professional should put into practice.',\n",
       "  'key_learnings': ['Learn to be more concise',\n",
       "   'Learn to communicate more clearly',\n",
       "   'Learn how to listen effectively',\n",
       "   'Learn how to build positive relationships',\n",
       "   'Learn how to collaborate to solve problems (introduction)'],\n",
       "  'link': 'https://www.udemy.com/course/essential-communication-skills-for-professionals/'},\n",
       " {'topic': 'communication',\n",
       "  'title': 'Communication  Skills: Art of Persuasive Communication',\n",
       "  'subtitle': 'Learn to craft your message in a compelling way that moves your listeners.',\n",
       "  'key_learnings': ['How to Customize a Persuasive Message for a Specific Audience',\n",
       "   'How to Create More Identification with Your Listeners',\n",
       "   'How to Boost your Credibility',\n",
       "   'How to Appeal to Listeners Minds and Emotions',\n",
       "   'How to Design your Message Points for Maximum Persuasiveness',\n",
       "   'How to be More Persuasive in an Ethical Way',\n",
       "   'Note: This is not a sales course. You will not learn any hard selling or closing techniques.'],\n",
       "  'link': 'https://www.udemy.com/course/the-art-of-persuasive-communication-for-beginners/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'Diseño UX: experiencia de usuario UX/UI + Figma 2024',\n",
       "  'subtitle': 'Aprende, conoce y aplica técnicas de User Experience Design y Design Thinking - Curso UX UI Design + Diseño Web y Mobile',\n",
       "  'key_learnings': ['Sea contratado como diseñador UX o conviértase en un profesional independiente',\n",
       "   'Podrás añadir \"Diseñador UX\" a tu CV',\n",
       "   'A planificar, hacer la estrategia y crear un producto analógico o digital',\n",
       "   'Tendrás un proyecto para añadir a tu portfolio',\n",
       "   'UX Research',\n",
       "   'Usability Testing',\n",
       "   'Construir y testear tus diseños',\n",
       "   'A diseñar una propuesta de valor en base a las necesidades del cliente y el usuario',\n",
       "   'Analizar el mercado y las áreas de oportunidad e innovación',\n",
       "   'A realizar encuestas, entrevistas y distintas técnicas para entender el problema',\n",
       "   'User flows y arquitectura de la información',\n",
       "   'La importancia de la usabilidad por sobre la estética',\n",
       "   'Prototipado en baja, media y alta fidelidad',\n",
       "   'Prototipado rápido y creación de wireframes',\n",
       "   'Patrones de diseño y de navegación',\n",
       "   'Evaluación del prototipo y pruebas de usabilidad',\n",
       "   'Herramientas de medición, Analytics y heatmaps',\n",
       "   'Utilizar el software Figma desde cero',\n",
       "   'Construir y testear una página web o aplicación móvil',\n",
       "   'Todas las técnicas usadas en la industria del UX',\n",
       "   'Diseño Visual',\n",
       "   'Evaluación heurística'],\n",
       "  'link': 'https://www.udemy.com/course/ux-design-disenador-ux-de-cero-a-profesional-2021/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'DESIGN RULES: Principles + Practices for Great UI Design',\n",
       "  'subtitle': 'Learn to design powerful user interfaces for apps, sites and systems',\n",
       "  'key_learnings': ['Learn to create useful, usable and visually compelling UI design for any kind of app, site or system.',\n",
       "   'Learn how to properly balance form and function',\n",
       "   'Learn the critical rules for designing on small screens and mobile devices',\n",
       "   'Learn how to effectively organize and economize visual information',\n",
       "   'Learn how to apply the principle of Balance to create visual order',\n",
       "   'Learn how to apply the principle of Rhythm to establish and reinforce comprehension',\n",
       "   'Learn how to apply the principle of Harmony to shape disparate UI elements into a unified, consistent experience',\n",
       "   'Learn how to apply the principle of Dominance to direct user focus and enhance UX',\n",
       "   \"Learn how to apply the principle of Alignment to lead the user's eye and speed task completion\",\n",
       "   \"Learn how to apply the principle of Proximity to signal relationships between screen elements and decrease users' cognitive effort\",\n",
       "   'Learn to communicate with color, typography and imagery in the UI',\n",
       "   'Learn how color communicates and influences interaction',\n",
       "   'Learn how to choose the right colors for any UI design',\n",
       "   'Learn how to apply contrast properly to guide users and call attention to critical UI elements and interactions',\n",
       "   'Learn how to determine whether or not color and contrast are appropriate',\n",
       "   'Learn and apply the fundamentals of typography as a design element',\n",
       "   'Learn how to choose the right fonts and design appropriately with them',\n",
       "   'Learn and apply 7 crucial rules for great typographic design',\n",
       "   'Learn and apply 5 rules for choosing the right imagery',\n",
       "   \"Learn and apply a core set of DOs and DON'Ts when designing with images\",\n",
       "   'Learn how to create and simplify visual cues that direct user focus and interaction',\n",
       "   \"Learn the 3 kinds of data visualizations used in UI design and when they're appropriate\",\n",
       "   'Learn how the context of the data presented determines its visual form',\n",
       "   'Learn and apply 6 rules for great data design',\n",
       "   'Learn how to simplify visual information to clarify meaning and improve UX',\n",
       "   'Learn how to visually separate content from controls to make interactions easier for users to understand and act on',\n",
       "   'Walk away with a set of \"18 UI Design Mantras\" that you can apply to anything and everything you ever design!'],\n",
       "  'link': 'https://www.udemy.com/course/design-rules/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'Figma Design de interfaces do zero ao profissional 2024',\n",
       "  'subtitle': 'Aprenda a criar interface (UI) protótipos de sites e aplicativos com Figma do ABSOLUTO ZERO com projetos reais',\n",
       "  'key_learnings': ['Criar interfaces responsivas para qualquer dispositivo (mobile ou desktop)',\n",
       "   'Criar interfaces profissionais, desde todo processo ao protótipo final',\n",
       "   'Criar guia de estilo completo desde paleta de cores, componentes, tipografias.',\n",
       "   'Conceitos de design de interface e usabilidade. Tanto UI - UX.',\n",
       "   'Criar protótipos interativos de baixa e alta fidelidade.'],\n",
       "  'link': 'https://www.udemy.com/course/figma-design-interfaces/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'Diseño UI: diseño visual y diseño de interfaz con Figma 2024',\n",
       "  'subtitle': 'Curso de UI/UX y Diseño Visual. Aprendé a diseñar páginas web y aplicaciones móviles funcionales y estéticas con Figma',\n",
       "  'key_learnings': ['A construir diseños funcionales y hermosos para web o aplicaciones móviles',\n",
       "   'Diseño responsivo para web y mobile',\n",
       "   'Principios del diseño',\n",
       "   'Principios como Unidad, Gestalt, Jerarquía, Balance, Contraste, Escala, Dominancia y más',\n",
       "   'Utilización de los colores, crear paletas y herramientas',\n",
       "   'Uitlizar Figma y crear prototipos',\n",
       "   'Design System & UI Kit',\n",
       "   'Convertirte en un Diseñador UI',\n",
       "   'Podrás añadir \"Diseñador UI\" a tu CV o Linkedin',\n",
       "   'Iconografía, recomendaciones y herramientas',\n",
       "   'Usabilidad y Accesibilidad',\n",
       "   'Buscar inspiración y cómo ser creativo',\n",
       "   'Patrones de diseño',\n",
       "   'Figma',\n",
       "   'Diseñar y utilizar Figma de forma profesional',\n",
       "   'Atomic Design',\n",
       "   'Tipografía',\n",
       "   'Grillas y columnas'],\n",
       "  'link': 'https://www.udemy.com/course/diseno-uiux-diseno-visual-y-diseno-de-interfaz-con-figma/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'Adobe XD - Máster: Diseño profesional de prototipos.',\n",
       "  'subtitle': 'Aprende a crear prototipos con Adobe XD, aplicando UX (experiencia de usuario) y UI design (diseño interfaz de usuario).',\n",
       "  'key_learnings': ['El flujo de trabajo del diseño de interfaz de usuario (UX design).',\n",
       "   'Crear y configurar documentos de Adobe XD.',\n",
       "   'Crear y editar elementos en Adobe XD.',\n",
       "   'Crear wireframes, diseños y prototipos.',\n",
       "   'Publicar prototipos para hacer pruebas de usuarios.',\n",
       "   'Exportar assets o recursos que pueden ser usados por desarrolladores.'],\n",
       "  'link': 'https://www.udemy.com/course/adobe-xd-cc-master/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'Adobe XD Einfach & Komplett: Der große UI-/UX-Praxis-Kurs',\n",
       "  'subtitle': 'Gestalte atemberaubende User-Interfaces und Websites die geliebt werden! Designe und teste eigene Benutzeroberflächen.',\n",
       "  'key_learnings': ['Erstelle großartige App-Designs für iOs und Android',\n",
       "   'Werde User-Interface (UI) Designer und User-Experience (UX) Profi!',\n",
       "   'Lerne ohne Vorkenntnisse Web-, App- und Softwaredesign auf Profi-Niveau!',\n",
       "   'Im Prototyp-Modus kannst du jedes Design testen und deinen Kunden vorstellen!',\n",
       "   'Verwende großartige Wireframe-Kits für noch mehr Profi-Qualität!',\n",
       "   'Optimiere deinen Design-Workflow mit sinnvollen Erweiterungen für Adobe XD',\n",
       "   'Drei umfangreiche und praxisnahe Projekte für schnellen Lernerfolg!',\n",
       "   'Garantiert schnelle Design-Erfolge auch für Anfänger!'],\n",
       "  'link': 'https://www.udemy.com/course/adobe-xd-der-ui-ux-kurs-fur-app-web-softwaredesign/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'Figma UI UX Design Essentials',\n",
       "  'subtitle': 'Use Figma to get a job in UI Design, User Interface, User Experience design, UX Design & Web Design',\n",
       "  'key_learnings': ['How to begin working as a UX Designer using Figma.',\n",
       "   'How to use Figma for Essential UX Design & UI Design',\n",
       "   'How to make fully interactive prototypes.',\n",
       "   'How to work with a UX personas.',\n",
       "   'You will be able to add UX designer to your CV.',\n",
       "   'Build a UX project from beginning to end.',\n",
       "   'What the client expects of you as a UX designer.',\n",
       "   'How to create simple wireframes.',\n",
       "   'How to implement colours & images properly in your designs.',\n",
       "   \"The dos & don'ts around choosing fonts for web & mobile apps.\",\n",
       "   'How to create your own icons, buttons & other UI components.',\n",
       "   'Terms such as Components, Constraints & Multi Dimensional Variants.',\n",
       "   'Free UI kits & plugins for Figma which will speed up our workflow dramatically!',\n",
       "   'How to build a simple style guide, ready for client handoff.',\n",
       "   'How to make both simple & advanced micro interactions, page transitions & animations.',\n",
       "   'Learn to design websites & mobile phone apps.',\n",
       "   'Work with fonts & colors.',\n",
       "   'Test on mobile phones.',\n",
       "   'Export production ready assets.',\n",
       "   'Create your first UX brief & persona.',\n",
       "   'Learn professional workflow tricks & shortcuts.',\n",
       "   'Forum support from me and the rest of the BYOL crew.',\n",
       "   'All the techniques used by UX professionals',\n",
       "   '111 videos of detailed Figma & UX & UI Design content.'],\n",
       "  'link': 'https://www.udemy.com/course/figma-ux-ui-design-user-experience-tutorial-course/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'Complete Web & Mobile Designer: UI/UX, Figma, +more',\n",
       "  'subtitle': 'Become a UX/UI Designer! Master Mobile and Web Design, User Interface + User Experience (UI/UX Design), HTML, and CSS',\n",
       "  'key_learnings': ['Build beautifully designed web and mobile projects for your customers using modern tools used by top companies in 2023',\n",
       "   'Get hired as a Designer or become a freelancer that can work from anywhere and for anyone. Designers are in high demand!',\n",
       "   'Includes 100+ assets and premium design templates that you can keep and use to customize for all your future projects',\n",
       "   'Master Figma for your design needs then learn to convert your designs into a live HTML an CSS website',\n",
       "   'Have an amazing design portfolio customized and professionally completed by the end of the course (we provide it for you!)',\n",
       "   'Master both Web and Mobile design principles and how to go from sketching to fully fledged high fidelity designs that will wow customers',\n",
       "   'Learn to design for all types of devices using Figma and other tools used by some of the top designers in the world',\n",
       "   'Learn to use HTML5 and CSS3 to make your designs come to life and create fully working websites',\n",
       "   'Learn best practices that takes years to learn in the design industry',\n",
       "   'Learn to make professional logos and design choices for all branding needs',\n",
       "   'Learn UI/UX best practices using the latest trends in the industry',\n",
       "   'Learn to be a designer as well as a web developer at the same time (a rare combination of skills that is in high demand)!'],\n",
       "  'link': 'https://www.udemy.com/course/complete-web-designer-mobile-designer-zero-to-mastery/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'Sketching for UX Designers - Boost UX work with pen & paper!',\n",
       "  'subtitle': 'Learn how to boost your UX design workflow with sketching user interfaces, animations and storyboarding.',\n",
       "  'key_learnings': ['By the end of the course, you will be able to sketch user interfaces, user flows, ui animations and storyboards. ',\n",
       "   'You will understand that you don’t need any artistic skills, sketching is about generating and communicating ideas.',\n",
       "   'This course is also a great starting point for other areas of visual thinking, like graphic facilitation or sketchnoting. '],\n",
       "  'link': 'https://www.udemy.com/course/sketching-for-ux-designers/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'Design de Interfaces com Adobe XD e Figma - UI/UX',\n",
       "  'subtitle': 'Aprenda o Adobe XD e o Figma de forma simples e rápida com este curso, abordando também os conceitos básicos de UI / UX',\n",
       "  'key_learnings': ['Este curso foi pensado para atender pessoas que nunca usaram o Adobe XD ou outro software de prototipagem.',\n",
       "   'Você aprenderá conceitos básicos da criação de protótipos usando o Adobe XD e o Figma.',\n",
       "   'Você aprenderá os fundamentos da interface do Adobe XD e do Figma.',\n",
       "   'Você aprenderá a transformar seus projetos Adobe XD em Figma.',\n",
       "   'Você criará um projeto completo usando o Figma.'],\n",
       "  'link': 'https://www.udemy.com/course/adobe-xd-para-quem-sabe-nada-de-adobe-xd/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'PRO FIGMA | UI DESIGN com Figma do Zero ao especialista 2024',\n",
       "  'subtitle': 'Domine 100% as ferramentas do Figma e crie interfaces profissionais e interativas com um professor Head de Design',\n",
       "  'key_learnings': ['Domine 100% a ferramenta do Figma em todas as suas skills para o aluno se integrar a qualquer equipe de desenvolvimento',\n",
       "   'Conheça todo o processo conceitual de Interface do usuário, história do Design e as novas tecnologias, além de conceitos de desenvolvimento APP e WEB',\n",
       "   'Participe da criação de um aplicativo de rede social junto com um Head de Design e viva a experiência como se já estivesse trabalhando em uma empresa.',\n",
       "   'Seja apto a atuar como UI Designer em qualquer equipe de alta performance ou até mesmo de liderar designers Júniors em projetos de aplicativos e sites.',\n",
       "   'Aprenderam a criar projetos inovadores do zero, não como em outros cursos que você aprende a copiar outros aplicativos e sites.',\n",
       "   'Crie facilmente protótipos avançados de sites e aplicativos com a mesma qualidade do mercado atual.',\n",
       "   'Aprenda todos os macetes de criação como, biblioteca de imagens, icons, vetores, cores e otimize seu projeto.',\n",
       "   'Exporte de maneira profissional para equipe de desenvolvimento e facilite o trabalho dos programadores.'],\n",
       "  'link': 'https://www.udemy.com/course/profigma/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'Creación de Interfaces con FIGMA',\n",
       "  'subtitle': 'Aprende a utilizar esta poderosa herramienta y cambia la manera de trabajar',\n",
       "  'key_learnings': ['Identificar, Conocer y usar las herramientas proporcionadas por FIGMA para realizar interfaces y otros elementos.',\n",
       "   'Usar la Herramienta Colaborativa de FIGMA para compartir tus diseño y recibir Feedback',\n",
       "   'Construir su propio Flujo de trabajo(Workflow) para realizar proceso creativo en FIGMA'],\n",
       "  'link': 'https://www.udemy.com/course/creacion-de-interfaces-con-figma/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'Bootcamp diseño UX /UI: aprende Design Thinking y Figma',\n",
       "  'subtitle': 'Experiencia de usuario, de forma práctica desde la investigación UX hasta la creación de un prototipo navegable en Figma',\n",
       "  'key_learnings': ['Llevar el diseño de un producto digital desde la fase de investigación hasta la creación de un prototipo animado',\n",
       "   'Técnicas y herramientas como entrevistas, mapas de empatía, User Persona, escenarios, User Story Mapping, Customer Journey Maps, flujos UX, ...',\n",
       "   'Utilizar Figma de manera profesional',\n",
       "   'Realización de un proyecto práctico para afianzar todo lo aprendido',\n",
       "   'Diseño de interfaz: desde la definición de los wireframes hasta el diseño visual final',\n",
       "   'Diseño de interacción: teoría y práctica de cómo crear animaciones en un prototipo navegable',\n",
       "   'Design Thinking: cómo llevar un proyecto de diseño siguiendo las 5 fases del método de diseño más difundido en el mundo UX',\n",
       "   'Experiencia de usuario'],\n",
       "  'link': 'https://www.udemy.com/course/bootcamp-diseno-ux-ui-aprende-design-thinking-y-figma/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'UI & UX Design de aplicativos e sites - Adobe XD e PSD 2024',\n",
       "  'subtitle': 'Acelere seu crescimento e torne-se um especialista em Design de Interfaces para Aplicativos e Sites com o Adobe XD.',\n",
       "  'key_learnings': ['Aprenderam a criar projetos inovadores do zero, não como em outros cursos que você aprende a copiar outros aplicativos e sites.',\n",
       "   'Crie facilmente protótipos avançados de sites e aplicativos com a mesma qualidade do mercado atual.',\n",
       "   'Aprenda todos os macetes de criação como, biblioteca de imagens, icons, vetores, cores e otimize seu projeto.',\n",
       "   'Exporte de maneira profissional para equipe de desenvolvimento e facilite o trabalho dos programadores.',\n",
       "   'Aprenda a criar usando como inspiração materiais como Material design do Google, Bootstrap, IONIC etc',\n",
       "   'Monte UI Kits e organize toda biblioteca de cores, fonts, ações para a equipe de desenvolvimento',\n",
       "   'Juntos iremos criar um portifólio e postar no Behance para dar publicidade aos projetos e começar a montar seu perfil profissional',\n",
       "   'Crie através do Prototype uma experiência incrível de apresentação como se já estivesse pronto seu projeto, e navegue através do seu celular.'],\n",
       "  'link': 'https://www.udemy.com/course/design-de-interfaces-especialista/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'UX Writing: diseño de contenido y experiencia de usuario',\n",
       "  'subtitle': 'Da un salto a una disciplina nueva y comenzá a diseñar con palabras. Aprendé a escribir los textos de las interfaces.',\n",
       "  'key_learnings': ['Convertirte en un UX Writer',\n",
       "   'Sabrás cómo redactar cualquier tipo de texto de una interfaz, desde un botón hasta un mensaje de error',\n",
       "   'Hacer los textos escaneables y mejorar la usabilidad',\n",
       "   'La identidad verbal, la voz y el tono de una marca o cualquier producto digital',\n",
       "   'Dominarás la comunicación y cómo comunicarse de forma efectiva',\n",
       "   'Creación de Brief',\n",
       "   'Escribir contenido para landing pages, onboarding, diálogos, pop-up, tooltip, emails, mensajes y más',\n",
       "   'Escribir de forma breve, clara y útil',\n",
       "   'Redactar textos UX eficaces y a diseñar el contenido',\n",
       "   'Utilizar herramientas profesionales',\n",
       "   'Identificar problemas y poder mejorar el contenido en base a una estrategia'],\n",
       "  'link': 'https://www.udemy.com/course/ux-writing-diseno-de-contenido-y-experiencia-de-usuario/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': \"L'essentiel du web design en 3h chrono ! - UX & UI Design\",\n",
       "  'subtitle': \"L'indispensable pour concevoir & créer des interfaces web responsives, optimisées (UX) & esthétiques (UI) avec Photoshop\",\n",
       "  'key_learnings': ['Indispensable pour les débutants !  ||  Connaitre toutes les bases théoriques & pratiques essentielles du webdesign.',\n",
       "   \"Créer des maquettes responsives optimisées et esthétiques de sites internet (ou d'app) de A à Z.\",\n",
       "   \"Comprendre et savoir appliquer intelligemment les principes d'UX et d'UI dans vos différents projets\",\n",
       "   \"Reconnaitre et créer les différents éléments d'une charte graphique (couleur, typographie...)\",\n",
       "   'Définition du web design et en quoi consiste le métier de web designer',\n",
       "   'Savoir composer des interfaces intelligemment en utilisant entre-autres des wireframes',\n",
       "   'Comprendre les enjeux et dessous du responsive design; et comment créer des interfaces responsive',\n",
       "   'Prendre en main un logiciel de création graphique : Photoshop',\n",
       "   'Présenter des maquettes et livrer les éléments graphiques pour leur intégration',\n",
       "   'Découvrir les autres demandes auquel doit savoir répondre un webdesigner',\n",
       "   'De nombreuses ressources et astuces pour vous aider dans votre pratique',\n",
       "   \"Des conseils pratiques pour vous aider à passer à l'action\"],\n",
       "  'link': 'https://www.udemy.com/course/lessentiel-du-webdesign-en-3h-chrono/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'Curso do FIGMA ao código. O design da interface web completo',\n",
       "  'subtitle': 'Construa Interfaces de usuários (UI) INCRÍVEIS com o FIGMA e transforme tudo em páginas na web com HTML e CSS',\n",
       "  'key_learnings': ['Figma',\n",
       "   'HTML',\n",
       "   'CSS',\n",
       "   'Desenvolvimento de Interfaces de usuário (UI)'],\n",
       "  'link': 'https://www.udemy.com/course/curso-do-figma-ao-codigo-o-design-da-interface-web-completo/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'Aprende diseño de interfaz (UI) con Figma',\n",
       "  'subtitle': 'Curso UX/UI. Aprende a utilizar Figma con este curso práctico. Diseña una app y crea un prototipo navegable y animado.',\n",
       "  'key_learnings': ['Diseño de interfaz de usuario aplicado a una app móvil.',\n",
       "   'Sabrás crear un prototipo navegable y animado.',\n",
       "   'Sabrás utilizar Figma de forma profesional, creando componentes y un sistema de diseño.',\n",
       "   'Construirás dos diseños de app y un prototipo navegable para incluirlos en tu portfolio personal.'],\n",
       "  'link': 'https://www.udemy.com/course/aprende-diseno-de-interfaz-con-figma/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'Master Web & Mobile Design: Figma, UI/UX Essentials, +More',\n",
       "  'subtitle': 'Unlock UI/UX Design Mastery: Figma for Web &amp; Mobile Interfaces. Land Your Dream Job Now!',\n",
       "  'key_learnings': ['Master the fundamentals of UX Design using Figma.',\n",
       "   'Create interactive prototypes effortlessly with Figma.',\n",
       "   'Develop comprehensive UX projects from scratch.',\n",
       "   'Seamlessly integrate UX personas into your design process.',\n",
       "   'Enhance your CV by adding UX Design skills.',\n",
       "   'Gain insights into client expectations for UX Designers.',\n",
       "   'Craft effective wireframes for web and mobile applications.',\n",
       "   'Perfectly balance colors and images in your designs.',\n",
       "   'Navigate font selection for web and mobile apps with confidence.',\n",
       "   'Design custom icons, buttons, and UI components effortlessly.',\n",
       "   'Explore advanced Figma concepts like Components and Constraints.',\n",
       "   'Utilize free UI kits and plugins to boost productivity.',\n",
       "   'Construct concise style guides for client handoff.',\n",
       "   'Implement captivating micro-interactions and animations.',\n",
       "   'Master website and mobile app design principles.',\n",
       "   'Fine-tune typography and color schemes.',\n",
       "   'Ensure seamless mobile responsiveness through testing.',\n",
       "   'Generate production-ready assets with ease.',\n",
       "   'Create compelling UX briefs and personas.',\n",
       "   'Discover time-saving workflow tricks and shortcuts.',\n",
       "   'Access dedicated forum support from industry experts.',\n",
       "   'Learn the best practices employed by UX professionals.',\n",
       "   'Unlock career opportunities as a sought-after Designer or versatile freelancer, catering to clients worldwide.',\n",
       "   'Access over 100 assets and premium design templates, yours to customize for endless project possibilities.',\n",
       "   'Walk away with a polished design portfolio curated and provided to you upon course completion.',\n",
       "   'Design with versatility across various devices, utilizing Figma alongside industry-standard tools.',\n",
       "   'Acquire invaluable design insights and best practices condensed into a comprehensive course.',\n",
       "   'Create professional logos and execute branding strategies with confidence.',\n",
       "   'Navigate UI/UX terrain with ease, incorporating the latest industry trends into your designs.'],\n",
       "  'link': 'https://www.udemy.com/course/master-web-mobile-design-figma-uiux-essentials-more/'},\n",
       " {'topic': 'interfaces design',\n",
       "  'title': 'UX Design- From Beginner to Professional UX Designer: 4-in-1',\n",
       "  'subtitle': 'Get proficient in building beautiful and appealing web and mobile interfaces (UI) with this complete UX design guide',\n",
       "  'key_learnings': ['Get to grips with UX best practices and incorporate them in your web design',\n",
       "   'Dive into learning user empathy understanding user-centered observation, building design, testing persona, and more',\n",
       "   'Understand human-centered observations and know how to engage in UX thinking',\n",
       "   'Get acquainted with user journey and task development techniques by building storyboarding templates and sketches',\n",
       "   'Learn low-fidelity sketching and prototypes',\n",
       "   'Discover UX scenarios, define, build, and write a UX scenario all by yourself',\n",
       "   'Explore ideation and sketching and how to generate ideas by understanding user and business needs'],\n",
       "  'link': 'https://www.udemy.com/course/ux-design-from-beginner-to-professional-ux-designer-4-in-1/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'Build a Backend REST API with Python & Django - Advanced',\n",
       "  'subtitle': 'Create an advanced REST API with Python, Django REST Framework and Docker using Test Driven Development (TDD)',\n",
       "  'key_learnings': ['Setting up a local development server with Docker',\n",
       "   'Writing a Python project using Test Driven Development',\n",
       "   'Building a REST API with advanced features such as uploading and viewing images',\n",
       "   'Creating a backend that can be used a base for your future projects or MVP',\n",
       "   'Hands on experience applying best practice principles such as PEP-8 and unit tests',\n",
       "   'Configure Travis-CI to automate code checks'],\n",
       "  'link': 'https://www.udemy.com/course/django-python-advanced/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'Complete Backend Development 2024 Bundle - Python Roadmap',\n",
       "  'subtitle': 'Become Self-Taught Python Developer - Backend Development in 2024 with Python, Django, SQLite3, Railway, GIT &amp; More!',\n",
       "  'key_learnings': ['Learn To Write Clean And Proper Python Code With Concept.',\n",
       "   'Learn About 4 Pillars Of Object Oriented Programming!',\n",
       "   'Learn How To Handle Error And Exceptions With Python',\n",
       "   'Learn about Django Apps, Templates, Models & Migrations.',\n",
       "   'Implement CRUD Functionality. (Create, Read, Update and Delete) on Applications',\n",
       "   'Learn about MVT (Model, View Template) for Web apps',\n",
       "   'Build rock solid foundation in Git and learn key-related concepts.',\n",
       "   'Manage and Update files with Git (move, rename, delete)',\n",
       "   'Learn GitHub and how to use and manage the web based Git repository.'],\n",
       "  'link': 'https://www.udemy.com/course/software-developer-masterclass/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'The AI Engineer Course 2024: Complete AI Engineer Bootcamp',\n",
       "  'subtitle': 'Complete AI Engineer Training: Python, NLP, Transformers, LLMs, LangChain, Hugging Face, APIs',\n",
       "  'key_learnings': ['The course provides the entire toolbox you need to become an AI Engineer',\n",
       "   'Understand key Artificial Intelligence concepts and build a solid foundation',\n",
       "   'Start coding in Python and learn how to use it for NLP and AI',\n",
       "   'Impress interviewers by showing an understanding of the AI field',\n",
       "   'Apply your skills to real-life business cases',\n",
       "   'Harness the power of Large Language Models',\n",
       "   'Leverage LangChain for seamless development of AI-driven applications by chaining interoperable components',\n",
       "   'Become familiar with Hugging Face and the AI tools it offers',\n",
       "   'Use APIs and connect to powerful foundation models'],\n",
       "  'link': 'https://www.udemy.com/course/the-ai-engineer-course-complete-ai-engineer-bootcamp/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'Fundamentals of Backend Engineering',\n",
       "  'subtitle': 'Understand backend communication design patterns, protocols, execution and proxying',\n",
       "  'key_learnings': ['Learn the fundamentals of backend engineering',\n",
       "   'Backend communication design patterns',\n",
       "   'Understand how backend communication protocols work',\n",
       "   'Comprehend how OS Kernel communicate with Backend Applications',\n",
       "   'Operating System fundamentals (Thread, Process, async IO in linux)',\n",
       "   'Learn HTTP/1.1, HTTP/2, HTTP/3',\n",
       "   'Learn gRPC, WebRTC, WebSockets',\n",
       "   'Learn TLS 1.2, TLS 1.3, QUIC 0RTT'],\n",
       "  'link': 'https://www.udemy.com/course/fundamentals-of-backend-communications-and-protocols/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'NestJS Masterclass - NodeJS Framework Backend Development',\n",
       "  'subtitle': 'Nest JS with Node and TypeScript to build REST APIs Backend with TypeORM,  PostgreSQL, MongoDB, testing, AWS deployment.',\n",
       "  'key_learnings': ['Learn all the Schematics of a NestJS application. Become Familiar With NestJS Framework and all its components.',\n",
       "   'User Authentication using JSON Web Tokens and Google Authentication. Includes refresh tokens and security best practices.',\n",
       "   'Deploy the production application to AWS cloud with Cloudfront and S3 for media files.',\n",
       "   'Learn NestJS dependency injection in detail and understand the mechanics behind in.',\n",
       "   'Work With TypeORM and PostgreSQL. Deep dive into database relations, transactions, migrations and querying with TypeORM.',\n",
       "   'Request data validation using pipes in NestJS and Serialization of response data using Interceptors.',\n",
       "   'Deep dive into NestJS Guards to filter out requests and custom Decorators to add meta data modify request payload',\n",
       "   'Detailed and in-depth coverage of Environments and Configuration in a NestJS application with validation of Environment Variables.',\n",
       "   'Document the REST API endpoints with Open API Specifications and Swagger.',\n",
       "   'Using Compodoc for documenting the code and keeping the codebase organised for large teams.',\n",
       "   'Leverage testing in NestJS by writing Unit Test as well as End To End test for your application.',\n",
       "   'Use MongoDb along with Mongoose to create data schema and save date in MongoDB using NestJS.',\n",
       "   'Learn How to upload files using NestJS and save media files on Amazon S3 to serve using Cloudfront CDN',\n",
       "   'Understand complete NestJS request and response lifecycle along with the role of each schematics.',\n",
       "   'Learn how to design and develop REST APIs using industry standards and best practices'],\n",
       "  'link': 'https://www.udemy.com/course/nestjs-masterclass-complete-course/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'Software Testing Masterclass (2024) - From Novice to Expert',\n",
       "  'subtitle': 'Learn software testing and become QA Engineer/Agile Tester, Mobile/Backend/Web/QA testing, JIRA, TestRail and much more!',\n",
       "  'key_learnings': ['Learn the core testing skills needed to apply for Software Testing positions in just 7 hours.',\n",
       "   'Be able to demonstrate your understanding of software testing to future employers.',\n",
       "   'Test tooling, JIRA, Xray, Confluence, TestRail, Charles Proxy, Postman, gitHub and Miro which will help you to be a great software tester.',\n",
       "   'Discover the freelancing opportunities and start earning money from testing!',\n",
       "   'Engage with the testing community and learn all the hot topics in the IT industry.'],\n",
       "  'link': 'https://www.udemy.com/course/software-testing-masterclass-from-novice-to-expert/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'Software Development and IT - Complete Guide To Key Concepts',\n",
       "  'subtitle': 'For new joiners in IT industry: basics of apps, APIs, testing, Cloud, GIT, deployment, containerisation, SDLC, Scrum',\n",
       "  'key_learnings': ['Get an overview over key concepts of modern, professional software engineering and development',\n",
       "   'Learn what an API is, how websites and other apps are using APIs and how an API is built',\n",
       "   'Find out what is a web app and how it is built, what are its components and how they interact',\n",
       "   'Learn what are the basic programming concepts like programming language, framework, library, database, cloud and much more',\n",
       "   'Understand the hottest trend in software development - containers with Docker and Kubernetes',\n",
       "   'Understand basic metrics to measure application performance and reliability',\n",
       "   'Learn how to scale production applications using different app architectural patterns',\n",
       "   'See how developers collaborate with one another and understand the industry standard for codebase storage',\n",
       "   'Learn what are some of the popular technologies used by different engineering roles',\n",
       "   'Develop an intuition about the basics of software development process (SDLC)'],\n",
       "  'link': 'https://www.udemy.com/course/software-development-and-it-complete-guide-to-key-concepts/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'GCP Associate Cloud Engineer - Google Cloud Certification',\n",
       "  'subtitle': 'GCP ACE - Google Cloud Associate Cloud Engineer certification. Begin your Google Cloud Platform - GCP journey!',\n",
       "  'key_learnings': ['Start your journey to become a Google Cloud Certified Associate Cloud Engineer',\n",
       "   'Get hands-on with compute, networking, storage, and database services in Google Cloud Platform',\n",
       "   'Understand how to engineer and deploy secure and robust applications on Google Cloud Platform',\n",
       "   'Understand the best practices for building secure and reliable applications on the Google Cloud Platform'],\n",
       "  'link': 'https://www.udemy.com/course/google-cloud-certification-associate-cloud-engineer/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'Backend Master Class [Golang + Postgres + Kubernetes + gRPC]',\n",
       "  'subtitle': 'Learn everything about backend web development: Golang, Postgres, Redis, Gin, gRPC, Docker, Kubernetes, AWS, CI/CD',\n",
       "  'key_learnings': ['Design database schema using DBML and automatically generate SQL code from it',\n",
       "   'Deeply understand the DB isolation levels, transactions and how to avoid deadlock',\n",
       "   'Automatically generate Golang code to interact with the database',\n",
       "   'Develop a RESTful backend web service using the Gin framework',\n",
       "   'Secure the APIs with user authentication, JWT and PASETO',\n",
       "   'Write stronger test set with high coverage using interfaces and mocking',\n",
       "   'Build a minimal Docker image for deployment and use Docker-compose for development',\n",
       "   'Set up Github Action to automatically build and deploy the app to AWS Kubernetes cluster',\n",
       "   'Register a domain and config Kubernetes ingress to route traffic to the web service',\n",
       "   \"Enable automatic issue & renew TLS certificate for the domain with Let's Encrypt\",\n",
       "   'Take your web service to the next level with gRPC and gRPC gateway',\n",
       "   'Run background workers to process tasks asynchronously with Redis and Asynq'],\n",
       "  'link': 'https://www.udemy.com/course/backend-master-class-golang-postgresql-kubernetes/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'AWS Amplify Studio Masterclass - Visually Build UI & Backend',\n",
       "  'subtitle': 'Building A Full Stack React App with Minimal Programming Effort using AWS Amplify Studio, Figma, Reactjs & Amplify CLI',\n",
       "  'key_learnings': ['Build a Fullstack Web App with Amplify Studio and React',\n",
       "   'Visually Build a Backend in Amplify Studio',\n",
       "   'Visually Build a Frontend in Figmal',\n",
       "   'Visually Bind the UI to Data Models',\n",
       "   'Convert Figma Designs into React Components',\n",
       "   'Deploy and host the app with Amplify Hosting'],\n",
       "  'link': 'https://www.udemy.com/course/aws-amplify-studio-masterclass/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'Understanding Node.js: Core Concepts',\n",
       "  'subtitle': \"Understanding Node.js without any other NPM packages. Let's take your back-end engineering skills to the next level!\",\n",
       "  'key_learnings': ['Learn some of the vital concepts of back-end engineering',\n",
       "   'Get to a level capable of easily learning various NodeJS frameworks and libraries',\n",
       "   'Truly and deeply understand what exactly NodeJS is and see its full potentials far beyond just creating web servers',\n",
       "   'Understand and master NodeJS as it is without using any other NPM packages',\n",
       "   'Understand some of the most important operating systems concepts that every back-end developer needs to understand',\n",
       "   'Be able to easily learn and understand the NodeJS documentation',\n",
       "   'Learn how to directly deal with binary data and manipulate the 0s and 1s however you want',\n",
       "   'Learn the most important Networking concepts and understand where NodeJS exactly comes into play',\n",
       "   'Learn exactly what happens when you deploy your back-end applications rather than focusing on a few tools',\n",
       "   'Learn how to create low-level network applications directly on top of TCP or UDP and develop your own protocols',\n",
       "   'Deeply understand what HTTP really is and how it works',\n",
       "   'Get a deep understanding of the File System',\n",
       "   'Master Streams to develop highly performant and memory-efficient applications capable of dealing with terabytes of data with ease',\n",
       "   'Learn how to incorporate compression to enhance the speed of your network applications',\n",
       "   'Understand Unix and open up a world of new possibilities',\n",
       "   'Understand the EventEmitter object',\n",
       "   'Master Multi-Threading in NodeJS & achieve significant performance improvements'],\n",
       "  'link': 'https://www.udemy.com/course/understanding-nodejs-core-concepts/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'NestJS Zero to Hero - Modern TypeScript Back-end Development',\n",
       "  'subtitle': 'Develop and deploy enterprise back-end applications following best practices using Node.js and TypeScript',\n",
       "  'key_learnings': ['Becoming familiar with the NestJS framework and its components',\n",
       "   'Designing and developing REST APIs performing CRUD operations',\n",
       "   'Authentication and Authorization for back-end applications',\n",
       "   'Using TypeORM for database interaction',\n",
       "   'Security best practices, password hashing and storing sensitive information',\n",
       "   'Persisting data using a database',\n",
       "   'Deploying back-end applications at a production-ready state to Amazon Web Services',\n",
       "   'Writing clean, maintainable code in-line with industry standards',\n",
       "   'Utilising the NestJS Command Line Interface (CLI)',\n",
       "   'Using Postman for testing back-end services',\n",
       "   'Using pgAdmin as an interface tool to manage PostgreSQL databases',\n",
       "   'Implement efficient logging in a back-end application',\n",
       "   'Environment-based configuration management and environment variables',\n",
       "   'Implementing data validation and using Pipes',\n",
       "   'Guarding endpoints for authorized users using Guards',\n",
       "   'Modelling entities for the persistence layer',\n",
       "   'TypeScript best practices',\n",
       "   'Handling asynchronous operations using async-await',\n",
       "   'Using Data Transfer Objects (DTO)',\n",
       "   'Hands-on experience with JSON Web Tokens (JWT)',\n",
       "   'Unit testing NestJS applications',\n",
       "   'Using GraphQL with NestJS',\n",
       "   'Database persistence with MongoDB'],\n",
       "  'link': 'https://www.udemy.com/course/nestjs-zero-to-hero/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'Backend Engineering with Python Django - Core Concepts - L1',\n",
       "  'subtitle': 'Learn Django Framework by building Book My Vaccine Project and become a Super Efficient Backend Engineer',\n",
       "  'key_learnings': ['Important concepts of Python Django ORM',\n",
       "   'Function Based, Class Based, Generic Views',\n",
       "   'Writing Models Using Class Diagram',\n",
       "   'User Authentication System',\n",
       "   'Authorization System',\n",
       "   'Pagination, Message Framework',\n",
       "   'Customizing Django Admin Panel',\n",
       "   'Deploying Django project in AWS virtual machine'],\n",
       "  'link': 'https://www.udemy.com/course/backend-engineering-with-django-core-concepts-level-1/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': \"NestJS: The Complete Developer's Guide\",\n",
       "  'subtitle': 'Build full featured backend APIs incredibly quickly with Nest, TypeORM, and Typescript. Includes testing and deployment!',\n",
       "  'key_learnings': ['Deploy a feature-complete app to production',\n",
       "   'Build authentication and permissions systems from scratch',\n",
       "   'Write integration and unit tests to ensure your code is working',\n",
       "   'Automatically validate data included with incoming requests',\n",
       "   'Use an API client to manually test your app',\n",
       "   'Apply structure to your code with Typescript',\n",
       "   'Make your code more reusable and testable with dependency injection',\n",
       "   'Tie different types of data together with TypeORM relationships',\n",
       "   'Get a behind-the-scenes understanding of NestJS',\n",
       "   'Use Guards to prevent unauthorized users from gaining access to sensitive data',\n",
       "   \"Understand Nest's special request-response cycle\",\n",
       "   \"Model your app's data using TypeORM entities\",\n",
       "   'Use decorators to dramatically simplify your code'],\n",
       "  'link': 'https://www.udemy.com/course/nestjs-the-complete-developers-guide/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'Python on the Backend',\n",
       "  'subtitle': 'Learn python back end development, build a website or APIs in Python, designed for students with Mac or Windows',\n",
       "  'key_learnings': ['Build cool web applications and APIs for other clients to consume',\n",
       "   'Learn how to serve a basic website with Python as the back end',\n",
       "   'Turn your existing Python libraries into web APIs to be consumed by other developers with other languages',\n",
       "   'Install, use and deploy Jupyter Notebooks',\n",
       "   'Learn how to Implement Load Balancing for your Backend Python services',\n",
       "   'Learn Backend Database programming with Python and PostgresSQL: connect, query, write and commit transactions.'],\n",
       "  'link': 'https://www.udemy.com/course/python-on-the-back-end-for-beginners-http-server/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'NodeJS - The Complete Guide (MVC, REST APIs, GraphQL, Deno)',\n",
       "  'subtitle': 'Master Node JS & Deno.js, build REST APIs with Node.js, GraphQL APIs, add Authentication, use MongoDB, SQL & much more!',\n",
       "  'key_learnings': ['Work with one of the most in-demand web development programming languages',\n",
       "   'Learn the basics as well as advanced concepts of NodeJS in great detail',\n",
       "   'Build modern, fast and scalable server-side web applications with NodeJS, databases like SQL or MongoDB and more',\n",
       "   'Understand the NodeJS ecosystem and build server-side rendered apps, REST APIs and GraphQL APIs',\n",
       "   'Get a thorough introduction to DenoJS'],\n",
       "  'link': 'https://www.udemy.com/course/nodejs-the-complete-guide/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'Fundamentals of Network Engineering',\n",
       "  'subtitle': 'Understanding the first principles of networking to build low latency and high throughput backends',\n",
       "  'key_learnings': ['IP Protocol',\n",
       "   'TCP Protocol',\n",
       "   'UDP Protocol',\n",
       "   'Understand the circumstances where requests and responses are slowed down',\n",
       "   'Learn how DNS works',\n",
       "   'Learn how TLS works',\n",
       "   'Learn the building blocks of TCP/IP Protocol',\n",
       "   'Learn the OSI Model and where your application fits in it',\n",
       "   'Understand the performance impact of TCP/IP in Backend applications',\n",
       "   'Make better decisions on what protocol to select for the Backend',\n",
       "   'Build and Design better TCP/UDP Backends',\n",
       "   'Use Wireshark to inspect traffic',\n",
       "   'Use TCPDUMP to inspect traffic',\n",
       "   'Build TCP and UDP Servers with multiple languages (Javascript and C)',\n",
       "   'Networking with Docker'],\n",
       "  'link': 'https://www.udemy.com/course/fundamentals-of-networking-for-effective-backend-design/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'GCP Google Associate Cloud Engineer Practice Test Exam 2024',\n",
       "  'subtitle': '[LATEST] GCP ACE Google Cloud Platform Certified Associate Cloud Engineer Practice Exams Tests | Questions + Solutions',\n",
       "  'key_learnings': [],\n",
       "  'link': 'https://www.udemy.com/course/latest-gcp-ace-google-associate-cloud-engineer-practice-exams-tests/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'NestJS Microservices: Build & Deploy a Scaleable Backend',\n",
       "  'subtitle': 'Go beyond the documentation to build a scaleable, production grade backend that will teach you NestJS microservices',\n",
       "  'key_learnings': ['Build & deploy real NestJS microservices following best practices',\n",
       "   'Learn how to build a common library where common code can be shared amongst many applications',\n",
       "   'Connect NestJS microservices together in a Kubernetes cluster on AWS & Google Cloud',\n",
       "   'Test NestJS microservices using an E2E framework',\n",
       "   'Implement JWT authentication & user roles',\n",
       "   'Integrate payment functionality with Stripe',\n",
       "   'Send emails with nodemailer & Gmail',\n",
       "   'Create CRUD APIs & save data with MongoDB, Prisma & TypeORM',\n",
       "   'Use RabbitMQ to process & retry messages asynchronously',\n",
       "   'Learn how to connect microservices together using gRPC',\n",
       "   'Use GraphQL & Apollo Federation to build an API Gateway and expose our microservices',\n",
       "   'Implement an automated CI/CD pipeline with CloudBuild',\n",
       "   'Provision a load balancer to expose our application externally',\n",
       "   'Develop a production Dockerfile & package json for each microservice'],\n",
       "  'link': 'https://www.udemy.com/course/nestjs-microservices-build-deploy-a-scaleable-backend/'},\n",
       " {'topic': 'backend engineer',\n",
       "  'title': 'Build a Backend REST API with Python & Django - Beginner',\n",
       "  'subtitle': 'Finally create that App &amp; fully-functioning user database in this crash course to building a REST API',\n",
       "  'key_learnings': ['How to create the most important part of any user application',\n",
       "   'How to confidently use some of the most in-demand full stack technologies today',\n",
       "   'How to create a local development server from scratch',\n",
       "   'How to create a brand new Django project with sqlite database',\n",
       "   'How to build your own browsable, self documenting REST API',\n",
       "   'Handle user registration, login, and status updates in your app with your very own REST API'],\n",
       "  'link': 'https://www.udemy.com/course/django-python/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'The AI Engineer Course 2024: Complete AI Engineer Bootcamp',\n",
       "  'subtitle': 'Complete AI Engineer Training: Python, NLP, Transformers, LLMs, LangChain, Hugging Face, APIs',\n",
       "  'key_learnings': ['The course provides the entire toolbox you need to become an AI Engineer',\n",
       "   'Understand key Artificial Intelligence concepts and build a solid foundation',\n",
       "   'Start coding in Python and learn how to use it for NLP and AI',\n",
       "   'Impress interviewers by showing an understanding of the AI field',\n",
       "   'Apply your skills to real-life business cases',\n",
       "   'Harness the power of Large Language Models',\n",
       "   'Leverage LangChain for seamless development of AI-driven applications by chaining interoperable components',\n",
       "   'Become familiar with Hugging Face and the AI tools it offers',\n",
       "   'Use APIs and connect to powerful foundation models'],\n",
       "  'link': 'https://www.udemy.com/course/the-ai-engineer-course-complete-ai-engineer-bootcamp/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'Learn Complete Front-End Web Development Course',\n",
       "  'subtitle': 'Learn Complete Front End Web Development with HTML5, CSS3, Bootstrap 5, Modern JavaScript, Angular and React',\n",
       "  'key_learnings': ['You will learn complete front-end web development from scratch',\n",
       "   'You will learn to build Modern websites Angular & React',\n",
       "   'You will learn to build Bootstrap 5 Web Applications',\n",
       "   'You will learn HTML5 & CSS3 from scratch, & build a full working website',\n",
       "   'You will learn Complete Modern JavaScript ECMA Standards',\n",
       "   'You will build front-end Reactive Web applications with CRUD'],\n",
       "  'link': 'https://www.udemy.com/course/front-end-web-development-complete-guide-step-by-step/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'The Complete Front-End Web Development Course',\n",
       "  'subtitle': 'Get started as a front-end web developer using HTML, CSS, JavaScript, jQuery, and Bootstrap!',\n",
       "  'key_learnings': ['Build a simple HTML text site',\n",
       "   'Style web pages using CSS',\n",
       "   'Program websites with JavaScript',\n",
       "   'Build a Pipboy using Bootstrap',\n",
       "   'Build and publish a Google Chrome Extension'],\n",
       "  'link': 'https://www.udemy.com/course/front-end-web-development/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'The Complete Frontend Engineering Interview Preparation Kit',\n",
       "  'subtitle': 'Learn JavaScript, TypeScript, React, Redux, Material UI, System design & Prepare for your Frontend Interview',\n",
       "  'key_learnings': ['The Javascript Bootcamp',\n",
       "   'Master Google Chrome Dev tools',\n",
       "   'The TypeScript Bootcamp',\n",
       "   'React, Redux & Material UI Workshop',\n",
       "   'Designing Scalable Frontend Systems',\n",
       "   'Frontend System Design guidance',\n",
       "   'Interview Questions & Solutions',\n",
       "   'Know the aspects interviewers look at',\n",
       "   'Software Engineering Life lessons',\n",
       "   'Frequently Asked Questions',\n",
       "   'Software engineer career advice',\n",
       "   'Dealing with interview rounds',\n",
       "   'Soft skills development',\n",
       "   'Read a lot of career related articles'],\n",
       "  'link': 'https://www.udemy.com/course/msk-frontend-system-design-interview-guidance/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'Frontend web developer Modern HTML CSS JavaScript',\n",
       "  'subtitle': 'Quick Starting guide for Web design covering all the modern coding syntax for HTML CSS and JavaScript and JavaScript DOM',\n",
       "  'key_learnings': ['How to create web pages with HTML and CSS',\n",
       "   'Create interactive web content with JavaScript',\n",
       "   'Basics of coding JavaScript',\n",
       "   'Bring your web pages to life with Code',\n",
       "   'Modern Responsive WebSites',\n",
       "   'Interactive and Dynamic Web Pages'],\n",
       "  'link': 'https://www.udemy.com/course/web-design-html-css-js/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'GCP Associate Cloud Engineer - Google Cloud Certification',\n",
       "  'subtitle': 'GCP ACE - Google Cloud Associate Cloud Engineer certification. Begin your Google Cloud Platform - GCP journey!',\n",
       "  'key_learnings': ['Start your journey to become a Google Cloud Certified Associate Cloud Engineer',\n",
       "   'Get hands-on with compute, networking, storage, and database services in Google Cloud Platform',\n",
       "   'Understand how to engineer and deploy secure and robust applications on Google Cloud Platform',\n",
       "   'Understand the best practices for building secure and reliable applications on the Google Cloud Platform'],\n",
       "  'link': 'https://www.udemy.com/course/google-cloud-certification-associate-cloud-engineer/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'Vue - The Complete Guide (incl. Router & Composition API)',\n",
       "  'subtitle': 'Vue.js is an awesome JavaScript Framework for building Frontend Applications! VueJS mixes the Best of Angular + React!',\n",
       "  'key_learnings': ['Build amazing Vue.js Applications - all the Way from Small and Simple Ones up to Large Enterprise-level Ones',\n",
       "   'Understand the Theory behind Vue.js and use it in Real Projects',\n",
       "   'Leverage Vue.js in both Multi- and Single-Page-Applications (MPAs and SPAs)',\n",
       "   'Learn the latest version of Vue (Vue 3), including the brand-new Composition API'],\n",
       "  'link': 'https://www.udemy.com/course/vuejs-2-the-complete-guide/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': '20 Web Projects With Vanilla JavaScript',\n",
       "  'subtitle': 'Build 20 mini frontend projects from scratch with HTML5, CSS & JavaScript (No frameworks or libraries)',\n",
       "  'key_learnings': ['Build 20 Frontend Projects From Scratch',\n",
       "   'No JS or CSS Frameworks',\n",
       "   'Modern JavaScript (ES6+) - Arrows, Fetch, Promises, etc',\n",
       "   'DOM Manipulation & Events',\n",
       "   'Animations With CSS & JavaScript',\n",
       "   \"Fetch & JSON With 3rd Party API's\",\n",
       "   'HTML5 Canvas, Speech API, Audio & Video',\n",
       "   'Beginner Friendly'],\n",
       "  'link': 'https://www.udemy.com/course/web-projects-with-vanilla-javascript/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'GCP Google Associate Cloud Engineer Practice Test Exam 2024',\n",
       "  'subtitle': '[LATEST] GCP ACE Google Cloud Platform Certified Associate Cloud Engineer Practice Exams Tests | Questions + Solutions',\n",
       "  'key_learnings': [],\n",
       "  'link': 'https://www.udemy.com/course/latest-gcp-ace-google-associate-cloud-engineer-practice-exams-tests/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'AWS Certified Data Engineer Associate 2024 - Hands On!',\n",
       "  'subtitle': 'AWS DEA-C01 certification prep course with exercises and a full-length practice exam. Redshift, Glue, Athena, and more',\n",
       "  'key_learnings': ['Maximize your odds of passing the AWS Certified Data Engineer - Associate (DEA-C01) exam',\n",
       "   'Design and implement data pipelines with AWS to ingest, store, and transform data',\n",
       "   'Choose and design data stores, data models, data schemas, and data lifecycles.',\n",
       "   'Maintain, operationalize, and orchestrate data pipelines with EventBridge, Airflow, AWS Step Functions,, and more',\n",
       "   'Apply security, governance, and privacy best practices to your AWS data pipelines.',\n",
       "   'Create data lakes with S3, Glue, Redshift and more',\n",
       "   'Process batch and streaming data with Kinesis, EMR, containers, Lambda, and more'],\n",
       "  'link': 'https://www.udemy.com/course/aws-data-engineer/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'Ultimate Web Designer & Web Developer Course',\n",
       "  'subtitle': 'Become a Full-Stack Web Designer in 2023 - Learn Everything from Web Design Fundamentals to Front-End Web Development',\n",
       "  'key_learnings': ['Build 23+ custom web design & development projects by hand',\n",
       "   'Learn more than 18 professional disciplines',\n",
       "   'Plan, design and code your very own self-directed website project from scratch to launch!',\n",
       "   'Plan, design and code robust and fully custom, responsive websites and applications',\n",
       "   'Explore modern web design tools',\n",
       "   'Code at an expert level of proficiency with HTML & CSS',\n",
       "   'Code websites & applications with HTML5 & CSS3',\n",
       "   'Code basic games & animations with CSS3 and jQuery',\n",
       "   'Comfortably use Adobe Photoshop for photo manipulation, graphics creation & design',\n",
       "   'Use modern tools like Figma, Adobe XD and Photoshop to design and prototype for the web',\n",
       "   'Design a professional and modern business card in Adobe Photoshop',\n",
       "   'Learn UX and UI design for beginners',\n",
       "   'Learn visual design fundamentals for beginners',\n",
       "   'Learn how to wireframe and optimize UX for websites and web applications',\n",
       "   'Learn how to choose the correct font combinations for your projects',\n",
       "   'Create beautiful color schemes based on scientific color theory',\n",
       "   'Code a simple \"Tip Calculator\" in Javascript',\n",
       "   'Build a useful \"To Do List\" web application in jQuery UI',\n",
       "   'Learn how to easily set up web hosting & domain names',\n",
       "   'Learn how to program simple PHP applications',\n",
       "   'Design, build and manage custom database-driven websites with MySQL',\n",
       "   'Build a fully functional \"Client Address Book\" with PHP & MySQL',\n",
       "   'Set up a WordPress blog in 5-minutes',\n",
       "   \"Manage your client's WordPress websites\",\n",
       "   'Learn how to get hired as a full-time web designer or web developer',\n",
       "   'Learn how to start a profitable and successful freelance business as a web designer or developer',\n",
       "   'Learn how to earn a full-time income from any of the disciplines you learn!',\n",
       "   'Start a side hustle as a web designer or developer',\n",
       "   'Learn how to land your first (or next) web design client'],\n",
       "  'link': 'https://www.udemy.com/course/web-developer-course/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'Complete FrontEnd Web Development and Design HTML CSS JS',\n",
       "  'subtitle': 'Complete guide to learning how to program online HTML CSS HTML5 CSS3 JavaScript jQuery',\n",
       "  'key_learnings': ['Create modern websites with HTML CSS and JavaScript',\n",
       "   'develop web applications from scratch',\n",
       "   'improved use of HTML CSS and JavaScript',\n",
       "   'write more efficient web code'],\n",
       "  'link': 'https://www.udemy.com/course/complete-guide-to-front-end-web-development-and-design/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'The Frontend Developer Career Blueprint - The shortcuts',\n",
       "  'subtitle': 'Learn the whole Frontend Development landscape. Know the tools, skills and key tips to help you start your career now!',\n",
       "  'key_learnings': ['Learn what the Frontend Development Job is and how that fits in software development',\n",
       "   'Learn what roles are there in Frontend Development and how you can apply to them',\n",
       "   'Learn how you can easily start your career as a Frontend Developer - tips from many years experience',\n",
       "   'Learn about the skills and tools to get you to an Entry Level Frontend Developer',\n",
       "   'Learn the skills and tools to get you to a Middle Level Frontend Developer',\n",
       "   'Learn the skills and tools to get you to a Senior Level Frontend Developer',\n",
       "   'Learn how you can effectively prepare for Frontend Developer interviews',\n",
       "   'Learn the tips and tools to avoid procastination and  help you be a more productive Frontend Developer'],\n",
       "  'link': 'https://www.udemy.com/course/the-frontend-developer-career-blueprint-the-shortcuts/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'The Complete Web Development Bootcamp',\n",
       "  'subtitle': 'Practical Full Stack Web Development Bootcamp: JavaScript, React, Python, Docker, Flask, API, Bootstrap, Git and Postman',\n",
       "  'key_learnings': ['How to create full stack web application with frontend, backend and database parts and build and run all of the services using Docker with auto reload features',\n",
       "   'How to build Single Page Applications using React and use different React Components, state, props and React hooks such as useState and useEffect',\n",
       "   'Connect frontend application written in React with backend application written in Python by making REST API requests using axios package in the React app',\n",
       "   'Understand what is API and how it works, which API methods exists and how to correctly design API endpoints for various resources',\n",
       "   'Use Python Flask for building backend API service and create different endpoints with corresponding view function, utilize internal and external Python modules',\n",
       "   'Master full stack web development workflow by using JavaScript, Python, Docker, React, NPM, MongoDB, Postman, Git, GitHub and other tools'],\n",
       "  'link': 'https://www.udemy.com/course/full-stack-web-development-bootcamp/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'AWS Certified Machine Learning Engineer Associate: Hands On!',\n",
       "  'subtitle': 'Practice exam included! Master MLA-C01 / ME1-C01 AWS Machine Learning Engineer Exam: SageMaker, Bedrock, and AI Skills.',\n",
       "  'key_learnings': ['Prepare confidently for the AWS Certified Machine Learning Engineer Associate exam.',\n",
       "   'Understand and apply key AWS machine learning services like SageMaker, Bedrock, and more.',\n",
       "   'Perform data preparation, feature engineering, and data validation for ML models.',\n",
       "   'Master hyperparameter tuning, model training, and deployment strategies on AWS.',\n",
       "   'Implement CI/CD pipelines and automation for scalable machine learning workflows.',\n",
       "   'Secure, monitor, and optimize AWS ML infrastructure for performance and cost-efficiency.'],\n",
       "  'link': 'https://www.udemy.com/course/aws-certified-machine-learning-engineer-associate-mla-c01/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'Ultimate Front-End Web Development Course',\n",
       "  'subtitle': \"Front-End Web Developer's Toolkit\",\n",
       "  'key_learnings': ['learners will have a strong grasp of essential front-end web development technologies, including HTML, CSS, JavaScript, and Bootstrap',\n",
       "   'Hands-On Project Experience- such as building a weather app, a clock, and a portfolio website. etc',\n",
       "   'understand the principles of responsive web design and will be able to create websites and user interfaces that adapt seamlessly to different screen sizes.',\n",
       "   'The course will provide a deep dive into Document Object Model (DOM) manipulation, enabling learners to create dynamic and interactive web pages.'],\n",
       "  'link': 'https://www.udemy.com/course/ultimate-front-end-web-development-course/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'Frontend architecture and patterns bootcamp',\n",
       "  'subtitle': 'Ultimate guide to learn frontend architectures and patterns, its pros and cons, and the best: all in Javascript!',\n",
       "  'key_learnings': ['How to create well architectured frontend projects',\n",
       "   'The pros and cons of each frontend architecture/pattern, and how to avoid implementation problems',\n",
       "   'The basis of good frontend architectures, in a framework agnostic way',\n",
       "   'How to implement some famous frontend architectures/patterns and its benefits'],\n",
       "  'link': 'https://www.udemy.com/course/frontend-architecture-and-patterns/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'SAFE 6.0 Release Train Engineer - Certified SAFE 6 RTE',\n",
       "  'subtitle': '6 New SAFE Release Train Engineer Exams | 360 SAFE RTE Questions | SAFE Release Train Engineer Study Guide',\n",
       "  'key_learnings': [],\n",
       "  'link': 'https://www.udemy.com/course/safe-release-train-engineer-rte-safe-6-exams/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'Databricks Certified Data Engineer Associate - Preparation',\n",
       "  'subtitle': 'Preparation course for Databricks Data Engineer Associate certification exam with hands-on training',\n",
       "  'key_learnings': ['Understand how to use Databricks Lakehouse Platform and its tools',\n",
       "   'Build ETL pipelines using Apache Spark SQL and Python',\n",
       "   'Process data incrementally in batch and streaming mode',\n",
       "   'Orchestrate production pipelines',\n",
       "   'Understand and follow best security practices in Databricks'],\n",
       "  'link': 'https://www.udemy.com/course/databricks-certified-data-engineer-associate/'},\n",
       " {'topic': 'frontend engineer',\n",
       "  'title': 'Webpack 5: The Complete Guide For Beginners',\n",
       "  'subtitle': 'Learn Webpack 5 from the very basics to advanced! Use Webpack with JS, CSS, NPM, Module Federation and Micro Frontends.',\n",
       "  'key_learnings': ['Quickly get started, without long introductions and rambling.',\n",
       "   'Create fully functional, production ready Webpack 5 config from scratch.',\n",
       "   'Get a solid understanding how Webpack really works and when to use it.',\n",
       "   'Optimize your Webpack production builds to be small and fast.',\n",
       "   'Optimize your development experience by enabling Hot Module Replacement, better Error Handling, etc.',\n",
       "   'Deep dive into Webpack 5 Asset Modules, Loaders and Plugins.',\n",
       "   'Use latest cutting edge JavaScript features with Webpack 5, Babel 7, and NPM.',\n",
       "   'Structure your code better with ES Modules and Webpack Code Splitting.',\n",
       "   'Be able to understand and improve existing Webpack configurations.',\n",
       "   'Integrate Webpack 5 with NodeJS and Express framework.',\n",
       "   'Use Webpack for Single Page Applications as well as Multiple Page Applications.',\n",
       "   'Get a solid foundation for learning advanced Webpack features.',\n",
       "   'Master the new Module Federation feature introduced in Webpack 5.'],\n",
       "  'link': 'https://www.udemy.com/course/webpack-from-beginner-to-advanced/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Management Skills Training for New & Experienced Managers',\n",
       "  'subtitle': 'Management &amp; Leadership Skills Certification in Developing People, Leading Teams &amp; Improving Processes',\n",
       "  'key_learnings': ['Motivate your employees and create high engagement and empowerment.',\n",
       "   'Provide specific job training for your team members..',\n",
       "   'Lead teams to become high performing teams engaged in continuous improvement.',\n",
       "   'Understand and develop \"lean management\" problem-solving and process improvement.',\n",
       "   'Resolve conflicts with others and among team members.'],\n",
       "  'link': 'https://www.udemy.com/course/the-new-manager-managing-people-teams-processes/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Team Management, Leadership & Team Building Master Class',\n",
       "  'subtitle': 'Team Leadership: Green Belt Certification in Leading Self-Directed Teams, Hybrid Teams, Problem Solving',\n",
       "  'key_learnings': ['This course includes three complete books, seventy downloadable articles, assignments and self-assessments; in addition to a thirty-day money back guarantee!',\n",
       "   'You will learn the most important skill for success at every level of management...bringing the best out of people and teams.',\n",
       "   'This course has been updated to include the design and implementation of hybrid or remote teams and the responsibilities of remote team members to self-manage..',\n",
       "   'You will learn how to create a high performing culture of high employee engagement.',\n",
       "   'You will learn the essential principles and practices of lean management or Toyota Production System.',\n",
       "   'You will learn how to solve problems in a systematic, fact-based manner.',\n",
       "   'Learn the communication and facilitation skills that are essential to leading people and teams.',\n",
       "   'You will gain the experience from forty years of implementing team management in dozens of organizations.'],\n",
       "  'link': 'https://www.udemy.com/course/team-kata/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Leading & Managing People [Effectively]',\n",
       "  'subtitle': 'Best Practices For Leaders, Managers, Team Leaders, Project Leaders & Managers & Anyone In A Leader Or Manager Role',\n",
       "  'key_learnings': ['Learn Key Best Practices To Lead People',\n",
       "   'Get More Done By Working With People Effectively',\n",
       "   'Develop Your Personal Leadership Strengths',\n",
       "   'Learn From Real World Leadership & Management Experience So You Can Apply & Adapt What You Learn To Your Unique Situation'],\n",
       "  'link': 'https://www.udemy.com/course/leading-managing-people-effectively-course/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Facilitation Skills: The Core Skill of Great Team Leaders',\n",
       "  'subtitle': 'A guide to the skills of leading teams whether remote virtual teams or in person',\n",
       "  'key_learnings': ['1.\\tTo gain an understanding of the essential skills and behavior of effective team leaders. ',\n",
       "   '2.\\tTo practice those behaviors that lead to optimum participation and commitment to action by team members.',\n",
       "   '3.\\tTo learn the critical listening skills that are essential to all personal communications and to team leadership.',\n",
       "   '4.\\tTo understand when and how to use each of three decision-making styles: command, consultative and consensus.',\n",
       "   '5.\\tTo learn how to both give and receive feedback, or “straight-talk”, in a manner that leads of learning and continuous improvement. ',\n",
       "   '6.\\tTo learn the critical skills of effective leading virtual teams to effective performance. '],\n",
       "  'link': 'https://www.udemy.com/course/team-leadership-facilitation-and-communication-essentials/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'From Developer to Team Lead - Effective Dev Team Leading',\n",
       "  'subtitle': 'Practical tools for software development leadership',\n",
       "  'key_learnings': ['Have a deep understanding of the team lead position',\n",
       "   'Manage and lead software development teams',\n",
       "   'Mentor and guide developers',\n",
       "   'Promote tasks within a development team',\n",
       "   'Manage time as a software development team lead'],\n",
       "  'link': 'https://www.udemy.com/course/from-developer-to-team-lead-effective-dev-team-leading/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Roadmap to Leadership',\n",
       "  'subtitle': 'Your step-by-step guide to become a leader your team, your peers and your mentors admire and respect.',\n",
       "  'key_learnings': ['Identify 7 leadership styles',\n",
       "   'Determine your leadership style(s)',\n",
       "   \"Assess your team's level of readiness for achieving goals and how to adjust your leadership style\",\n",
       "   'How to manage expectations and conflict',\n",
       "   'How to be a lateral leader'],\n",
       "  'link': 'https://www.udemy.com/course/roadmap-to-leadership/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Leadership & Team Management—Developing People Skills',\n",
       "  'subtitle': 'Leadership &amp; Team Development: Change Management Skills for Business Administration &amp; Office Professionals',\n",
       "  'key_learnings': ['Uncover the Essence of Leadership: Dive deep into the foundations and evolution of leadership concepts',\n",
       "   'Leadership vs. Management: Understand the intricate differences and where the two concepts overlap.',\n",
       "   'Mastering Leadership Styles: Explore diverse leadership styles and discover which resonates with you.',\n",
       "   'Phoenix Tech - A Transformational Journey: Analyze a real-world case study showcasing effective leadership in action.',\n",
       "   'Harness the Power of Delegation: Grasp the significance of delegation and its crucial role in leadership.',\n",
       "   'Strategies for Effective Delegation: Learn the art of discerning what, when, and whom to delegate.',\n",
       "   'Life after Delegating: Understand the transformation that occurs once tasks are efficiently delegated.',\n",
       "   'Conflict Resolution Toolkit: Decode the anatomy of conflicts and master strategies to resolve them with empathy.',\n",
       "   'Building a Conflict-Resilient Culture: Develop insights to foster a culture that thrives amidst challenges.',\n",
       "   'Effective Leadership Communication: Elevate your verbal, non-verbal, and written communication skills tailored for leaders.',\n",
       "   'Active Listening: Master a key leadership skill that amplifies your understanding and rapport.',\n",
       "   'Leading Teams with Vision: Delve into the intricacies of team formation, performance optimization, and embracing diversity.',\n",
       "   'The Digital Era - Leading Virtual Teams: Equip yourself with skills to lead teams in an increasingly virtual world.',\n",
       "   'Crisis Management Blueprint: Learn the art of managing, anticipating, and communicating during crises.',\n",
       "   'Post-Crisis Growth: Understand the importance of reflection and growth after navigating through a crisis.',\n",
       "   'Emotional Intelligence – The Leadership Pillar: Discover why emotional intelligence is paramount for effective leadership.',\n",
       "   'Boosting Your Emotional Intelligence: Adopt strategies to enhance your EQ for better leadership outcomes.',\n",
       "   'Empathy in Leadership: Understand how empathy forms the core of emotional intelligence and its role in effective leadership.',\n",
       "   'Witness Emotional Intelligence in Action: Dive into a case study showcasing the power of EQ in leadership scenarios.',\n",
       "   'Course Conclusion: Summarize and integrate the plethora of leadership insights, readying you for real-world challenges.'],\n",
       "  'link': 'https://www.udemy.com/course/leadership-team-management-developing-people-skills/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Leading Remote or Virtual Teams - A Quick Course',\n",
       "  'subtitle': 'How to Optimize the Effectiveness of Remote or Virtual Teams With Great Team Leadership',\n",
       "  'key_learnings': ['You will lead online or virtual meetings that engage and respect all team members.',\n",
       "   'You will facilitate your team in a manner that leads to clear decisions and clear accountability.',\n",
       "   'You will develop effective meeting agendas and action plans.',\n",
       "   'Assure accountability and action following meetings which will reduce waste!'],\n",
       "  'link': 'https://www.udemy.com/course/leading-virtual-teams-a-quick-course/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Inspirational Leadership Skills',\n",
       "  'subtitle': 'Motivational leadership skills to inspire your team',\n",
       "  'key_learnings': ['How to be\\xa0a truly Inspirational Leader',\n",
       "   'Mastering communication with all level of your team',\n",
       "   'How to motivate teams and personalise your approach',\n",
       "   'Handling difficult people and situations',\n",
       "   \"Discovering what goes on when you're not around\",\n",
       "   'Being a great listener',\n",
       "   'Key academic leadership theories made practical',\n",
       "   'Why you must do coaching and appraisals',\n",
       "   'Creating the perfect balance of delegating and monitoring',\n",
       "   'Building confidence and skills into your employees',\n",
       "   'And lots lots more!'],\n",
       "  'link': 'https://www.udemy.com/course/inspirational-leadership/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Management Skills - Team Leadership Skills Masterclass',\n",
       "  'subtitle': 'Leadership & Management Skills - Change Management- Lean BPM Management Skills - Team Management - Team Building',\n",
       "  'key_learnings': ['This course will help you become a successful team manager.',\n",
       "   'This course will help you understand how to manage people and get what you want from your team.',\n",
       "   'This course will help you gain good management skills so you can progress in your career.',\n",
       "   'You will learn the core skills of management.',\n",
       "   'Learn how to influence the people around you.',\n",
       "   'Understand what a data guided manager is.',\n",
       "   'Understand how to build a team.',\n",
       "   'You will understand how to use LEAN tools and techniques to deliver results.',\n",
       "   'You will learn how to manage culture change.',\n",
       "   'Understand how to train your team.'],\n",
       "  'link': 'https://www.udemy.com/course/leadership-and-lean-management-masterclass/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Leading Hybrid And Remote Teams',\n",
       "  'subtitle': 'Team Leadership Excellence: Boost Remote & Hybrid Team Synergy For a Thriving Company Culture',\n",
       "  'key_learnings': ['Understand the essentials of managing hybrid teams, including resource management, communication protocols, and team dynamics.',\n",
       "   'Learn to expertly foster a resilient, adaptive company culture that flourishes despite adversity and challenges.',\n",
       "   'Discover strategies to support employee mental health and wellbeing in a remote and hybrid work environment.',\n",
       "   'Master techniques to boost employee engagement, addressing disengagement, and minimizing turnover.',\n",
       "   'Gain practical insights and methods for optimizing your hybrid workspace and creating a unified team.',\n",
       "   'Acquire best practices for remote collaboration and fostering a sense of belonging in hybrid teams.',\n",
       "   'Understand the unique challenges of hybrid teams and develop effective communication strategies.',\n",
       "   'Navigate the unique challenges of hybrid teams, including conflict resolution, cross-cultural understanding, and performance evaluation.'],\n",
       "  'link': 'https://www.udemy.com/course/leading-hybrid-and-remote-teams/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Leadership: Practical Leadership Skills',\n",
       "  'subtitle': 'Master leadership skills and leadership techniques with this highly practical advice and training',\n",
       "  'key_learnings': ['Become a Master in Leadership',\n",
       "   'Be a better boss, and run a highly effective team',\n",
       "   'Delegate effectively to empower their team',\n",
       "   'Have a healthy work life balance, with a happy environment',\n",
       "   'Understand academic theories surrounding leadership styles and techniques',\n",
       "   'Build a vast array of practical tools to be a fantastic leader',\n",
       "   'Know the difference between delegating styles and which one is appropriate for each situation',\n",
       "   'Feel confident enough to involve employees in decision making and planning',\n",
       "   'Spend more time developing plans and ideas for the future'],\n",
       "  'link': 'https://www.udemy.com/course/practical-leadership/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Leading & Working in Hybrid Teams/Remote Teams - 101 course',\n",
       "  'subtitle': 'The complete guide for employees & managers on fostering communication, collaboration, and productivity for hybrid work',\n",
       "  'key_learnings': ['Set up a hybrid collaboration model suitable for YOUR team and organization',\n",
       "   'Run productive, interactive, and engaging meetings in hybrid fashion',\n",
       "   'Lead a hybrid team successfully and make it the best team ever',\n",
       "   'Align your team no matter where they work',\n",
       "   'Build rapport and create team spirit in a hybrid setting',\n",
       "   'Work effectively and motivated by leveraging the advantages of hybrid work'],\n",
       "  'link': 'https://www.udemy.com/course/hybrid-teams/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Virtual Teams - Design your successful remote team culture',\n",
       "  'subtitle': 'Team Building Activities - Leading Virtual Teams - Make Remote Work Work',\n",
       "  'key_learnings': ['How to establish a high-performance and engaging culture with your virtual team.',\n",
       "   'Define the purpose of your team.',\n",
       "   'Identify the behaviours, values and expectations you share with your team.',\n",
       "   'Select the norms and rules you as a team want to work by to be successful.',\n",
       "   'Choose methods and tools to foster engagement and motivation at work.'],\n",
       "  'link': 'https://www.udemy.com/course/virtual-team-culture/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Managing Diverse Teams: Leading Across Cultures',\n",
       "  'subtitle': 'Leverage cross-cultural experiences to increase your influence and effectiveness in the workplace.',\n",
       "  'key_learnings': ['Develop leadership skills and competencies needed to effectively lead in a global business environment',\n",
       "   'Develop working knowledge of the Cultural Intelligence (CQ) framework, including the four CQ capabilities (CQ Drive, CQ Knowledge, CQ Strategy, & CQ Action)',\n",
       "   'Learn to apply these capabilities and to limit the negative impact of implicit bias in the workplace',\n",
       "   'Obtain strategies and practices for minimising the negative effects of implicit bias',\n",
       "   'Create an action plan for developing CQ capabilities',\n",
       "   'Gain an understanding of the importance of cultural intelligence in global leadership',\n",
       "   'Obtain tools and knowledge needed to effectively lead across cultures'],\n",
       "  'link': 'https://www.udemy.com/course/managing-diverse-teams-leading-across-cultures/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'New Manager: The Basics and More of Being a Great Leader',\n",
       "  'subtitle': 'Go from a slightly uncertain, confused newbie to a confident, skilled manager who builds and leads effective teams.',\n",
       "  'key_learnings': ['A step by step guide to your first 94 days as a manager',\n",
       "   'Communicate directly and clearly',\n",
       "   'Give and receive constructive feedback',\n",
       "   \"Recognize different stages in a group's development\",\n",
       "   'Adjust own behavior related to the development stage of the group',\n",
       "   'Understand the need for and use of different leadership styles',\n",
       "   'Set clear and effective guidelines for team behavior',\n",
       "   'Distinguish between management and leadership',\n",
       "   'Understand and manage conflicts',\n",
       "   'Clarify expectations and focus efforts of the team',\n",
       "   'Acknowledge colleagues in a way that supports healthy work relationships',\n",
       "   'Understand how values influence relationships and leadership',\n",
       "   'Motivate individuals and teams in a productive way',\n",
       "   'Build trust and successful work relationships',\n",
       "   'Excel in the management role with its unique demands and expectations',\n",
       "   'Planning the operations of your team',\n",
       "   'Coaching your coworkers to better performance, well-being and results',\n",
       "   'Effective delegation of tasks',\n",
       "   'Make great decisions by yourself or with a group',\n",
       "   'Manage time effectively',\n",
       "   'Work with reflection and learning, individually and in a team'],\n",
       "  'link': 'https://www.udemy.com/course/new-manager/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Leading Effective Meetings',\n",
       "  'subtitle': \"Learn how to effectively plan, run, & manage meetings of any kind. Increase your team's productivity & participation\",\n",
       "  'key_learnings': ['Understand the different kinds of meetings you could have and the goals you could accomplish with them',\n",
       "   'Set their own goals, create their own agendas, and make effective meeting plans and arrangements',\n",
       "   'Know when to use slides and how best to create them',\n",
       "   'Understand different ways to involve your attendees and get them working together',\n",
       "   'Know what do to in the weeks, days, and hours before your meeting starts',\n",
       "   'Start off strong in your meeting and accomplish your goals',\n",
       "   \"Know what to do after the meeting's over\"],\n",
       "  'link': 'https://www.udemy.com/course/how-to-lead-effective-meetings/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Leadership: Leading When You Are Not In Charge!',\n",
       "  'subtitle': 'Leadership is critical for managers but anyone can lead at anytime. Learn key leadership skills and enhance your career!',\n",
       "  'key_learnings': ['Apply leadership best practices and principles.',\n",
       "   'Play a leadership role...even if you are not the boss.',\n",
       "   'If you are in charge this course will make you an even better leader.',\n",
       "   'Lead diverse teams to get things done.',\n",
       "   'Lead and engage with your peers.',\n",
       "   'Use skills to influence outcomes and move projects forward.',\n",
       "   'Lead yourself so you can led others.',\n",
       "   'Gain support from others such as your manager or executive sponsors.',\n",
       "   'Gain confidence to take a more active leadership role and be successful.',\n",
       "   'Enhance your career prospects!'],\n",
       "  'link': 'https://www.udemy.com/course/leadership-leading-not-in-charge/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Growth Team Management - How to Build a Growth Team',\n",
       "  'subtitle': \"Growth isn't about growth hacking. Effective Growth leaders know it's about building, managing and leading a great team\",\n",
       "  'key_learnings': ['A framework for identifying and hiring a good growth person',\n",
       "   ' Apply growth specific management concepts to help you lead your team'],\n",
       "  'link': 'https://www.udemy.com/course/growth-team/'},\n",
       " {'topic': 'team leading',\n",
       "  'title': 'Leadership & Management Skills: 2-in-1 Masterclass',\n",
       "  'subtitle': 'Management Skills Zero To Hero 101 PLUS Leadership: Diversity, Ethics, Action Leadership, Empathy, Leadership Of Self',\n",
       "  'key_learnings': ['How you can lead without authority or being a manager of other people',\n",
       "   'The importance of being centred in your own life to develop self-leadership',\n",
       "   'Leadership skills to help you have more impact and influence',\n",
       "   'Practising self-leadership by living and acting independently',\n",
       "   'How to be a leader of self before you can leader other people',\n",
       "   'Small group leadership that is built on relationships and trust',\n",
       "   'How to lead large groups of people consisting of multiple teams',\n",
       "   'How to act now to ensure a successful journey of leadership',\n",
       "   'Improve your own success by lifting and serving others to achieve more',\n",
       "   'The first practice of self-leadership is to control your thoughts',\n",
       "   'Develop thoughts that are positive, uplifting and contribute to the world',\n",
       "   'Avoid self-doubt, hesitant thinking and wavering thought processes',\n",
       "   'Practice public praise and private criticism with deep understanding of others',\n",
       "   'Being able to take meaningful initiative is critical for self-leadership',\n",
       "   'Convert positive, purpose driven thinking into self-directed action',\n",
       "   'Achieve more by worrying less about who gets the credit',\n",
       "   'Be intrinsically motivated to become a better leader of self & others',\n",
       "   'Develop a growth mindset to learn from challenges & see opportunities',\n",
       "   'How Nelson Mandela was inspired by Invictus \"I am the master of my fate\"',\n",
       "   '\"Mastering others is strength, mastering yourself is true power\" Art Of War',\n",
       "   'Leadership of small groups and teams of people in the workplace',\n",
       "   'How to build relationships in small teams by being vulnerable & authentic',\n",
       "   'Be obsessively helpful to other people in a group to increase leadership',\n",
       "   \"Lead by serving other people to achieve their goals as part of the team's purpose\",\n",
       "   'Communicate and act in a broader context and vision than the group',\n",
       "   'Learn to see the value the team creates and lift people to work towards it',\n",
       "   'In formal positions of leadership, make time to lead and invest in skills',\n",
       "   'Delegate your own work to empower your team and prevent overload',\n",
       "   'Make time for other people and ensure you are approachable',\n",
       "   \"Build people's confidence by recognising all contributions and role players\",\n",
       "   'Create an empowering environment in which the team can self-organise',\n",
       "   'Help the team to become independent of you for decisions & direction',\n",
       "   'Leading large groups of multiple teams requires you to lead leaders',\n",
       "   'Empower your management team to be authentic and express their own style',\n",
       "   'Display servant leadership and be self-critical in front of others',\n",
       "   'Proactively ask for specific feedback from people to drive engagement',\n",
       "   \"Don't undermine people's trust by encouraging blame and fault finding\",\n",
       "   \"Don't sweat the small stuff when you lead large groups of people\",\n",
       "   'Inspire people above their day to day workload and challenges',\n",
       "   'Leadership styles, the benefit of each leadership style, and how to use different styles in different team scenarios and situations',\n",
       "   'Autocratic, Authoritative, Pace-Setting, Democratic, Coaching, Affiliative, and Laissez-Faire Style of Leadership',\n",
       "   'Empathy, the benefits of leading with empathy, and the strategy to lead effectively with empathy',\n",
       "   'Compassion, Emotional Intelligence, Open & Transparent Communication, Active Listening, and Optimism are covered to help you lead with empathy',\n",
       "   'Action, learn how to lead with action centric leadership and use action to produce results',\n",
       "   'Learn how to be an action-minded leader, organise teams, and inspire everyone to take action',\n",
       "   'Diversity, use the power of diversity to drive innovation, creativity, performance, and personal growth',\n",
       "   'Learn to be an inclusive leader and to encourage diversity. Learn from our real life examples of working in diverse teams, cultures, and countries',\n",
       "   'Ethics, the importance of ethical leadership and traits of an ethical leader, as well as consequences of failure of ethics',\n",
       "   'Principles of ethical leadership such as Honesty, Justice, Respect, Community, Integrity, and Appropriate Conduct.',\n",
       "   'Resilience, the characteristics of resilient leaders, and the strategies and prices of resilient leadership',\n",
       "   'Resilient leadership strategies, such as Perspective, Emotional Intelligence, Exercise, Overcoming Fears, Driving Forces, Business Rules & Breathe',\n",
       "   'Skills, Story-telling, and Self-Leadership, learn the power of communicating and connecting using stories. Connect with a vision using your emotions',\n",
       "   'Learn what makes a great leader, including vulnerability, blanking intelligence and emotional quotient, giving autonomy, and lifting team to a higher purpose',\n",
       "   'High performing business leaders, that have set examples in Leadership and we can learn from their best practices and accomplishments',\n",
       "   'Learn from business leaders like Elon Musk, Jamie Dimon, Steve Jobs, Bill Gates, Ray Kroc, Andrew Carnegie, Walt Disney, Henry Ford, Warren Buffet',\n",
       "   'Inspiring authors of leadership, books on leadership that contain years of experience and learnings to help us learn the best practices of leadership',\n",
       "   'Learn from best leadership books such as dare to lead, no bullshit leadership, leaders eat last, strengths-based leadership, no rules rules, and many more',\n",
       "   'People, we can learn from leaders who have led revolutions and inspired millions, their style of leadership will help us inspire and motivate our teams',\n",
       "   'We cover leaders from real life locations such as Lord Admiral Nelson, Sir Winston Churchill, Nelson Mandela, Mahatma Gandhi, Abraham Lincoln, and many more'],\n",
       "  'link': 'https://www.udemy.com/course/leadership-skills-workplace/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Productivity and Time Management for the Overwhelmed',\n",
       "  'subtitle': 'A complete productivity and time management course designed to help you reduce your overwhelm and increase your results.',\n",
       "  'key_learnings': ['Take control of their mindset and energy levels to increase your productivity',\n",
       "   'Discover why you are not as productive as you could be and develop a plan to improve',\n",
       "   'Increase \\xa0your productivity by implementing new strategies throughout your day',\n",
       "   'Create a personal plan that fits your personality and style'],\n",
       "  'link': 'https://www.udemy.com/course/productivity-and-time-management/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Time Management Mastery: Do More, Stress Less',\n",
       "  'subtitle': 'Take control of your time, your to-do list, and your overwhelm.  Learn how to get it all done, without the stress.',\n",
       "  'key_learnings': ['Discover and apply time-management and productivity strategies, techniques, and hacks',\n",
       "   'Identify and solve for roadblocks that prevent you from being your most productive self',\n",
       "   'Use your natural tendencies and traits to your advantage to optimize your time and productivity',\n",
       "   'Build a personalized productivity system',\n",
       "   'Use your single trusted system to collect and manage your tasks',\n",
       "   \"Prioritize effectively to make sure you're working on the right things, at the right time\",\n",
       "   'Plan your daily, weekly, and long-term work & goals to save time and reduce stress',\n",
       "   'Use single-tasking, time blocking, documentation and breaks to more effectively focus on the job'],\n",
       "  'link': 'https://www.udemy.com/course/do-more-stress-less/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Time Management Mastery: Productivity & Goals',\n",
       "  'subtitle': 'Practical guide to time management - master productivity and efficiency every day',\n",
       "  'key_learnings': ['Practical tools and techniques for mastering time management',\n",
       "   'Get your life back by learning how to saying no',\n",
       "   'Work out what is important to you in life',\n",
       "   'Easily negotiate extra time into your schedule each week',\n",
       "   'Implement systems that will save you time',\n",
       "   'Take back control of your time management',\n",
       "   'Overcome procrastination to achieve your goals',\n",
       "   'Discover how organising your desk can increase your productivity',\n",
       "   'Implement small daily changes that won’t cost you any money'],\n",
       "  'link': 'https://www.udemy.com/course/time-management-master/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Practical Time Management - Personal Productivity Tools',\n",
       "  'subtitle': 'Time management tools that will improve your productivity and work and life satisfaction',\n",
       "  'key_learnings': ['What are the limitations of our brains and how to cooperate with them, rather than fight with them.',\n",
       "   'Most useful tools, techniques, and habits used for task list management and calendar management.',\n",
       "   'Practical solutions for managing focus and avoiding distractions.',\n",
       "   'An essence of 40 books, like “Getting Things Done”, “The Power of Habit”, and “Essentialism”, over 10 years of practice in big companies and feedback from over 2.000 people.'],\n",
       "  'link': 'https://www.udemy.com/course/practical-time-management-nabielec/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Time and Task Management: Time Management Techniques',\n",
       "  'subtitle': 'Time management techniques and strategies that you can apply today to get more things done with more value',\n",
       "  'key_learnings': ['Manage time and tasks more effectively',\n",
       "   'Immediately apply several easy time management techniques'],\n",
       "  'link': 'https://www.udemy.com/course/time_task_management/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Time Management, Prioritization and Productivity',\n",
       "  'subtitle': 'Time Management:  Avoid Distractions, Stop Procrastinating, Stay Focused, Increase Productivity, Plan & Prioritize',\n",
       "  'key_learnings': ['Increase productivity and get more done in less time',\n",
       "   'Stop wasting time by eliminating time-wasters',\n",
       "   'Avoid overwhelm with prioritization hacks',\n",
       "   'Set goals based on desired outcomes to ensure your effort will achieve your goal',\n",
       "   'Manage your time, your projects, or your team',\n",
       "   'Create weekly plans that help you stay organized and avoid procrastination',\n",
       "   'Stay focused and avoid common distractions',\n",
       "   'Identify your most and least productive activities, clients, and employees',\n",
       "   'Feel confident that you’re making progress and focusing on top priorities',\n",
       "   'Take control of your emails, your time, and your life'],\n",
       "  'link': 'https://www.udemy.com/course/time-management-prioritization-and-productivity/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Complete Time Management Course  Raise Personal Productivity',\n",
       "  'subtitle': 'Time Management Skills to Boost Your Management Skills, Productivity and Goal Setting Abilities',\n",
       "  'key_learnings': ['Time Management',\n",
       "   'Personal Productivity',\n",
       "   'Goal Setting',\n",
       "   'Management Skills',\n",
       "   'How to manage how you spend your time in life',\n",
       "   'Strategies for applying the Pareto Principle',\n",
       "   'Tips on how to NOT let Your Cell Phone eat away at your time and productivity',\n",
       "   'Mindful Stress Management',\n",
       "   'Achieve Better Work/Life Balance',\n",
       "   'Managing Burnout',\n",
       "   'Increase Productivity'],\n",
       "  'link': 'https://www.udemy.com/course/complete-time-management-course-raise-personal-productivity/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'SUPERHUMAN Productivity 10X: The Secret Skill Of Performance',\n",
       "  'subtitle': 'The Ultimate Blueprint For Productivity In The New Era Of Business',\n",
       "  'key_learnings': ['#1 Step-By-Step Productivity System for High Achievers on Udemy!',\n",
       "   'How to 10X your personal productivity, avoid distractions, have laser-focus, implement powerful daily rituals!',\n",
       "   'How to stay focused on what really matters and find satisfaction in your work',\n",
       "   'How to stay energized and on the top of your game, so you can work smart without burning out.',\n",
       "   'How to automate your routine so productivity becomes a habit.',\n",
       "   'How to beat procrastination, once and for all.',\n",
       "   'How to make sure you do the right work, instead of just keeping busy.',\n",
       "   'Learn how to create a schedule that works.',\n",
       "   'Make more money',\n",
       "   'Learn how to prioritize',\n",
       "   'Cut out the bad habits that cost hours in the day for no reason.',\n",
       "   'Download Audio Version for MP3/iPod'],\n",
       "  'link': 'https://www.udemy.com/course/productivity-10x-productivity/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Productivity and Time Management Masterclass',\n",
       "  'subtitle': 'The Productivity Course: You = Super Productive. Daily Routines. Organization. Time Management. Task Management.',\n",
       "  'key_learnings': [\"In this course, you'll learn the best productivity strategies you can start using today and the best tools that will help you become super productive\",\n",
       "   'The biggest obstacles that destroy your productivity and time management',\n",
       "   'Extreme Productivity Strategies!',\n",
       "   'Email productivity, saving hours of work',\n",
       "   \"Strategies for setting your daily and weekly goals - that's The GPS, the productivity guide\",\n",
       "   \"You'll learn how to organize super productive meetings that impress your coworkers\",\n",
       "   'Productivity tips on your smartphone',\n",
       "   'Tools for Digital Productivity',\n",
       "   'And how to create your successful morning routine that will be the fuel, at the beginning of the day, for a successful and super productive day',\n",
       "   'Organize your projects and your life with Notion',\n",
       "   'Increase focus',\n",
       "   'Work from home more effectively',\n",
       "   'End procrastination'],\n",
       "  'link': 'https://www.udemy.com/course/productivity-time-management-masterclass/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'The Ultimate Productivity and Time Management Course 2024',\n",
       "  'subtitle': 'Effective Time Management and Personal Productivity Strategies for The Busy, Stressed and Overwhelmed.',\n",
       "  'key_learnings': ['Learn what the most common productivity killers are',\n",
       "   'Learn over a dozen techniques and strategies you can use to help improve your productivity and time management',\n",
       "   'Learn how to reduce the feeling of stress and overwhelm',\n",
       "   'Learn how to reach your goals (personal and business) faster',\n",
       "   'Learn how to become the most productive version of you',\n",
       "   'Learn how to manage your time more effectively'],\n",
       "  'link': 'https://www.udemy.com/course/ultimate-productivity-and-time-management-course/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'The Complete Personal Development Course - 22 Courses in 1',\n",
       "  'subtitle': 'The Most Comprehensive Masterclass in Personal Development - Start Growing Today!',\n",
       "  'key_learnings': ['Release Yourself From Emotional Pain And Frustration By Discovering How Emotions Really Work And How You Can Gain Greater Mastery',\n",
       "   'Breakthrough Personal Illusions And Unleash Your Hidden Potential',\n",
       "   'Gain Hidden Knowledge Of What Drives Motivation - The Master Key To Success',\n",
       "   'Discover How The “Imprint Period” Has Literally Programmed You For Life … And How To Reprogram It',\n",
       "   'How False Personas Drive The Habits And Behaviors Of Yourself And Others … Take Back Control And Free Yourself',\n",
       "   'Discover How Pain & Pleasure Rule Your Life … And The Secret Of How To Make This Work For You Instead Of Against You',\n",
       "   'Learn How Self-Image Determines What You Will And Won’t Do',\n",
       "   'And Much, Much More...! This Is Just The First Section Of The Training!'],\n",
       "  'link': 'https://www.udemy.com/course/the-complete-personal-development-course/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Productivity and Time Management Strategies',\n",
       "  'subtitle': 'The Productivity Blueprint: Supercharge Your Time Management Skills',\n",
       "  'key_learnings': ['Define your goals and gain clarity over your priorities',\n",
       "   'Apply time management techniques to reach your goals',\n",
       "   'Understand your procrastination patterns and break them',\n",
       "   'Learn how to manage stress and avoid burnout'],\n",
       "  'link': 'https://www.udemy.com/course/productivity-and-time-management-strategies/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Mastering Productivity, Time Management, and Goal Setting',\n",
       "  'subtitle': 'Unlocking Success: Strategies for Enhanced Productivity, Effective Time Management, and Goal Achievement',\n",
       "  'key_learnings': ['Time Management: Principles and Techniques',\n",
       "   'Goal Setting: Strategies for Success',\n",
       "   'Overcoming Procrastination and Building Habits',\n",
       "   'Productivity Tools, Techniques, and Work-Life Balance',\n",
       "   'Maintaining Momentum, Staying Motivated, and Achieving Continuous Improvement'],\n",
       "  'link': 'https://www.udemy.com/course/mastering-productivity-time-management-and-goal-setting/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Effective Time and Stress Management Strategies',\n",
       "  'subtitle': 'Unlock your potential with the Effective Time and Stress Management Strategies course bundle.',\n",
       "  'key_learnings': ['Identify underlying causes of procrastination in personal and work settings.',\n",
       "   'Cultivate self-discipline and a growth mindset for task initiation.',\n",
       "   'Create and practice practical stress management methods, like being an internal coach and relaxing activities.',\n",
       "   'Utilize calendar tools effectively to prioritize and manage daily tasks and meetings.',\n",
       "   'Apply appropriate strategies to delegate tasks in a work and personal context.',\n",
       "   'Understand and apply the principles of SMART (Specific, Measurable, Attainable, Relevant, Time-bound) goals to enhance focus and productivity.'],\n",
       "  'link': 'https://www.udemy.com/course/effective-time-and-stress-management-strategies/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Master Time Management and Productivity (Bonus Free eBook)',\n",
       "  'subtitle': 'Ultimate guide to time management and reducing stress & anxiety - Increase your productivity, crush your goals! [5.5PDU]',\n",
       "  'key_learnings': ['Discover how you can get your time to work for you instead of continuing to work for it.',\n",
       "   'Take charge of your time, greatly increase your productivity and start getting the value from your minutes that you truly deserve.',\n",
       "   'The concepts, philosophies and the mindset that enables mastery of time management and reduction in stress and anxiety.',\n",
       "   'How to identify the things that are stealing your time without you even noticing it.',\n",
       "   'How your mind and body influences your productivity and how you can use your body to improve your time management and productivity.',\n",
       "   'Trailed and tested productivity tools and techniques that you can start using today to achieve your goals with much greater focus and speed.',\n",
       "   'A mindset that will not only serve you for productive management of your time, but will also enable you to live YOUR EXTRAORDINARY life the way you DESERVE.',\n",
       "   'Join me and rediscover what your time means to you, how it can and should serve you and start your journey of getting the most out of time and life.'],\n",
       "  'link': 'https://www.udemy.com/course/master-time-management-and-productivity/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Time Management Best Practices Training',\n",
       "  'subtitle': 'Understand the concept of time management and know the skills, strategies, tools & techniques.',\n",
       "  'key_learnings': ['To provide participants understanding of effective time management, its importance, basic requirements and components.',\n",
       "   'To help participants know the role of planning in time management and how to make a task plan',\n",
       "   'To acquaint participants with various time management strategies used by successful people and how to apply them in easiest way',\n",
       "   'To help participants identify some major time sucks at workplaces and know how to protect time from these time sucks'],\n",
       "  'link': 'https://www.udemy.com/course/time-management-best-practices-training/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Time Management & Productivity: Stress Less, Accomplish More',\n",
       "  'subtitle': 'COMPLETE Course (7 hours!) for Busy & Stressed People. Get Better Results Now. Regain Control & Make Big Things Happen.',\n",
       "  'key_learnings': ['Published in October 2022!',\n",
       "   '7 hours of Professionally Produced Video Lectures',\n",
       "   'Reduce Stress in Spite of Chaos',\n",
       "   'Reduce Overwhelm and Gain Clarity',\n",
       "   'Increase Your Productivity',\n",
       "   'Get Crucial Things Done instead of Wasting Time on 100s of Unimportant Tasks',\n",
       "   'Discover Proven Time Management Strategies, Tools, Hacks',\n",
       "   'Adopt the Mindset of a Productivity Hacker',\n",
       "   'Get Better Results in Less Time',\n",
       "   'Get Your Official Certificate of Completion to Boost Your Resume'],\n",
       "  'link': 'https://www.udemy.com/course/time-management-productivity-stress-less-accomplish-more/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Time Management MASTERY: Time Management To Max Productivity',\n",
       "  'subtitle': 'Research-based time management, scheduling, and task management to boost productivity! Master time management',\n",
       "  'key_learnings': ['#1 most important skill for your career',\n",
       "   'Industry-tested, SCIENCE-BASED time management for 2024',\n",
       "   'Prioritize tasks like top-1% performers',\n",
       "   'GET MORE DONE, with higher quality, and achieve better results',\n",
       "   'Become better at scheduling',\n",
       "   'Take unimportant things OUT of your schedule',\n",
       "   'Follow your schedule better',\n",
       "   'Get better at choosing the important things to pursue in life and work',\n",
       "   'Become more efficient with your business/work/school',\n",
       "   'Timeboxing, which is an advanced time management strategy',\n",
       "   'WORLD-CLASS student support: I answer 99% of student questions within 24 hours',\n",
       "   'PERSONALIZED HELP from the instructor: Join OFFICE HOURS Zoom call with the instructor and students to ask questions directly',\n",
       "   'Move your life and projects forward'],\n",
       "  'link': 'https://www.udemy.com/course/time-management-for-students-professionals-entrepreneurs/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Master Productivity & Time Management With 7 Courses',\n",
       "  'subtitle': 'Learn actionable steps to dismantle productivity barriers and unlock your full potential with our comprehensive course',\n",
       "  'key_learnings': ['Mastering Habits: Understand and harness the power of habits to propel your productivity.',\n",
       "   'Effective Goal Setting:  Learn strategies to not only set ambitious goals but also consistently achieve them, enhancing your productivity every time.',\n",
       "   'Proficient Time Management: Become adept at managing time. Discover proven strategies to effectively plan, prioritize, and manage your daily tasks.',\n",
       "   'Stress Management: Equip yourself with techniques to manage and prevent stress.',\n",
       "   'Preventing Burnout: Gain insights into recognizing early signs of burnout and implement measures to prevent it, ensuring sustained productivity.',\n",
       "   \"Neurohacking for Enhanced Performance: Understand how the brain works and learn techniques to 'hack' your brain for optimal productivity.\",\n",
       "   'Overcoming Information Overload: Discover how to filter relevant information, avoid being overwhelmed, and use the information to your advantage.',\n",
       "   'Cultivating a Purpose-Driven Approach: Learn to identify and align your work with your purpose, fueling motivation and dramatically improving productivity.',\n",
       "   'Nurturing a Conducive Work Environment: Learn to create and adapt to an environment that enhances focus and facilitates effective work.',\n",
       "   'Transforming Productivity: Move beyond just managing time and tasks; learn to transform your approach towards work and life to make productivity a lifestyle.'],\n",
       "  'link': 'https://www.udemy.com/course/productivity-time-management-course/'},\n",
       " {'topic': 'time management',\n",
       "  'title': 'Management Skills - Team Leadership Skills Masterclass',\n",
       "  'subtitle': 'Leadership & Management Skills - Change Management- Lean BPM Management Skills - Team Management - Team Building',\n",
       "  'key_learnings': ['This course will help you become a successful team manager.',\n",
       "   'This course will help you understand how to manage people and get what you want from your team.',\n",
       "   'This course will help you gain good management skills so you can progress in your career.',\n",
       "   'You will learn the core skills of management.',\n",
       "   'Learn how to influence the people around you.',\n",
       "   'Understand what a data guided manager is.',\n",
       "   'Understand how to build a team.',\n",
       "   'You will understand how to use LEAN tools and techniques to deliver results.',\n",
       "   'You will learn how to manage culture change.',\n",
       "   'Understand how to train your team.'],\n",
       "  'link': 'https://www.udemy.com/course/leadership-and-lean-management-masterclass/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Leading Effective Meetings - You Can Lead Effective Meetings',\n",
       "  'subtitle': 'Learn How to Plan Effective Meetings, Run Effective Meetings and Generate Results After Your Meetings',\n",
       "  'key_learnings': ['Become highly skilled in leading effective meetings',\n",
       "   'How to Plan effective meetings',\n",
       "   'How to conduct effective meetings',\n",
       "   'How to Implement results of effective meetings',\n",
       "   'How to facilitate effective meetings',\n",
       "   'How to make engaging presentations at meetings',\n",
       "   'Delivering bad news to customers',\n",
       "   'Communicating to Drive Change',\n",
       "   'Selling with stories',\n",
       "   'Remote selling',\n",
       "   'Lead effective meetings'],\n",
       "  'link': 'https://www.udemy.com/course/leading-effective-meetings-you-can-lead-effective-meetings/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Make Meetings Work & Tackle Time Management Troubles',\n",
       "  'subtitle': 'Manage your time and conduct the best meeting possible with these techniques and goals.  ',\n",
       "  'key_learnings': ['Get the right people to your meetings & plan your agenda',\n",
       "   'Wrap your meeting up for success',\n",
       "   'Improve your self-discipline & time management',\n",
       "   'Value yourself & tools to manage your time'],\n",
       "  'link': 'https://www.udemy.com/course/make-meetings-work-tackle-time-management-troubles/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Meeting Management: How to Lead & Master Productive Meetings',\n",
       "  'subtitle': 'How to Lead and facilitate meeting, manage participants, handle disruptions and ensure outcomes. Crucial Business skills',\n",
       "  'key_learnings': ['Transform your meetings into highly productive ones.',\n",
       "   'Apply the Key elements of successful meetings',\n",
       "   'How to Identify and work with meeting’s objectives',\n",
       "   'Understand the value of meetings as a management tool',\n",
       "   'Recognize the critical planning step that makes meeting time more effective',\n",
       "   'Identify and use the different types of meetings ',\n",
       "   'Identify process tools that can help create an open and safe forum for discussion',\n",
       "   'Develop and practice techniques for handling counterproductive behaviors',\n",
       "   'Differentiate between a lousy and a successful meetings',\n",
       "   'Productive meetings characteristics and how to use them',\n",
       "   'The most crucial element of a meeting – How to set and achieve the Agenda.',\n",
       "   'How to choose the time, place and even the people who should attend your meetings',\n",
       "   'How to lead a meeting and your role as a meeting leader.',\n",
       "   'The difference between content and process in a meeting',\n",
       "   'How to set and use the rules of work during a meeting',\n",
       "   'Master the different meeting styles, their usage and results',\n",
       "   'Learn some facilitation skills',\n",
       "   'Strategies for balancing discussion, staying on track, and managing participants.',\n",
       "   'How to chair meetings effectively by dealing with disruptions, and applying professional techniques for handling counterproductive behavior.'],\n",
       "  'link': 'https://www.udemy.com/course/meetings-management/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Running Effective Meetings',\n",
       "  'subtitle': 'Improve your meeting management and facilitation skills to run effective meetings and become a better chairperson',\n",
       "  'key_learnings': ['Be able to prepare for a meeting by creating an effective agenda',\n",
       "   'Be able to open a meeting strongly, clearly stating what the meetings purpose, outcomes and agenda are',\n",
       "   'Be able to chair a meeting well by effectively manage and control the meeting content and attendees',\n",
       "   'Be able to close a meeting strongly, clearly stating what was covered, what was decided, and what actions are going to happen as a result of the meeting',\n",
       "   'Be able to review the success of the meeting and follow up on any actions or issues post the meeting'],\n",
       "  'link': 'https://www.udemy.com/course/running-effective-meetings/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Meeting Productivity For In-Person & Virtual Zoom Meetings',\n",
       "  'subtitle': \"Get more from every meeting whether it's in-person, teleconference, video conference, online meeting, Zoom, or Skype\",\n",
       "  'key_learnings': ['Make every meeting more 10X more PRODUCTIVE',\n",
       "   'Make your meetings much more ORGANIZED',\n",
       "   'Achieve BETTER OUTCOMES!',\n",
       "   'Best ways to follow up after the meeting',\n",
       "   'Take effective meeting notes',\n",
       "   'Have your meetings stay on point and avoid tangential conversations',\n",
       "   'Be a better manager',\n",
       "   'Boost meeting productivity while having fewer and shorter meetings',\n",
       "   'WORLD-CLASS student support: I answer 99% of student questions within 24 hours',\n",
       "   'PERSONALIZED HELP from the instructor: Join OFFICE HOURS Zoom call with the instructor and students to ask questions directly'],\n",
       "  'link': 'https://www.udemy.com/course/meeting-productivity/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Effective Meetings for Management Consultants & Analysts',\n",
       "  'subtitle': 'A practical guide on how to conduct efficiently meetings during consulting projects',\n",
       "  'key_learnings': ['How to prepare for a meeting with managers',\n",
       "   'How to deliver presentation during consulting projects',\n",
       "   'How to prepare for interviews with managers and directors',\n",
       "   'How to conduct interviews with managers and directors'],\n",
       "  'link': 'https://www.udemy.com/course/effective-meetings-for-management-consultants-analysts/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Project Management - How to Run Meetings & Document Minutes',\n",
       "  'subtitle': 'Learn to lead project meetings well so your team can deliver great results.',\n",
       "  'key_learnings': ['Discussion of PM responsibilities with respect to communications',\n",
       "   'Explanation of general communication problems and their solutions',\n",
       "   'What are the strategies to run your meetings effectively and efficiently',\n",
       "   'What are the types of meetings',\n",
       "   'Why are meeting minutes important',\n",
       "   'A detailed walkthrough through 5 consecutive status meeting minutes'],\n",
       "  'link': 'https://www.udemy.com/course/project-management-how-to-run-meetings-document-minutes/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Your Guide to Effective Meeting Minutes and Task Management',\n",
       "  'subtitle': 'Learn how to write minutes of meetings, run effective meetings, manage tasks effectively and track tasks using Trello.',\n",
       "  'key_learnings': ['Write effective minutes of meeting',\n",
       "   'Prepare for a meeting',\n",
       "   'Run a productive and effective meeting',\n",
       "   'Finalize minutes of meeting',\n",
       "   'Manage daily tasks effectively',\n",
       "   'Organize and track tasks using Trello'],\n",
       "  'link': 'https://www.udemy.com/course/learn-how-to-write-effective-minutes-of-meeting/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Project Management: Applied Soft Skills for Managers',\n",
       "  'subtitle': 'Project Management skills - assertiveness, influencing, customer care, selling, negotiation, leadership, communication',\n",
       "  'key_learnings': ['Master eight practical areas to make your projects run smoothly and on plan',\n",
       "   'Assertiveness: the exact words to calmly secure the outcome you want',\n",
       "   'Influencing: getting difficult stakeholders aligned with your goals',\n",
       "   'Customer care: leaving your boss or client thrilled with your work',\n",
       "   'Selling: practical tools for dealing with clients',\n",
       "   'Negotiation: get great deals from suppliers and avoid clients eroding your profit',\n",
       "   'Leadership: have a united and motivated team behind you',\n",
       "   'Communication: running highly effective meetings',\n",
       "   'Self improvement: balancing workload, stress, procrastination and time management'],\n",
       "  'link': 'https://www.udemy.com/course/project-management-applied-soft-skills-for-managers/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Communication Excellence for Project Success; 6 PDUs PMI PMP',\n",
       "  'subtitle': 'Complete Communication management course; Nonverbal/Body Language; Meeting execution; Real Life Examples/Simulations',\n",
       "  'key_learnings': ['Plan meetings to ensure productive participation and achievement of meeting goals',\n",
       "   'Deliver meetings by managing participants and their engagement on the meeting',\n",
       "   'Plan communication on the project to make sure all the data and crucial information will reach you so you can manage the project and make informed decisions',\n",
       "   'How to plan, organize and deliver most important project meetings - Kick off, project Status, Steering committee meeting  and Lessons Learned (Workshops)',\n",
       "   'Ensure that each and every information on your project will reach the right person on time and in the right way'],\n",
       "  'link': 'https://www.udemy.com/course/manage-project-communications-impeccably-6-pdus-pmi-pmp_project_guard/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Management Skills Masterclass - Management & Leadership',\n",
       "  'subtitle': 'Management Skills | Leadership | Teamwork | Team Management | Communication Skill for Managers | Manager Training',\n",
       "  'key_learnings': ['Gain Proficiency In Essential Management Frameworks For Strategic Decision-Making And Effective Task Prioritization.',\n",
       "   'Understand The Historical Evolution Of Management And Define The Role Of A Modern Manager In Various Contexts.',\n",
       "   'Develop Advanced Communication Skills For Clear, Impactful Messaging And Robust Team Engagement.',\n",
       "   'Learn To Distinguish And Integrate The Principles Of Leadership And Management For Holistic Team Development.',\n",
       "   'Acquire Skills To Form, Motivate, And Lead High-Performing Teams Through Effective Motivational Theories.',\n",
       "   'Master The Art And Science Of Delegation Using Smart Criteria To Enhance Team Efficiency And Productivity.',\n",
       "   'Develop Conflict Resolution Skills Using The Thomas-Kilmann Instrument For Maintaining Team Harmony.',\n",
       "   'Apply Lean Management Principles For Operational Efficiency, Drawing Insights From Real-World Case Studies.',\n",
       "   'Navigate Human Resources Management From A Managerial Perspective, Focusing On Recruitment, Onboarding, And Talent Development.',\n",
       "   'Embrace And Apply Ethical Management Practices And Understand The Importance Of Corporate Social Responsibility.',\n",
       "   'Lead With Confidence In A Digital Era, Adapting To Technological Changes And Fostering A Culture Of Innovation.',\n",
       "   'Cultivate A Global Mindset For Effective Cross-Cultural Management, Enhancing Communication And Team Dynamics.'],\n",
       "  'link': 'https://www.udemy.com/course/management-skill/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Team Leader Fundamentals Professional Certificate',\n",
       "  'subtitle': 'Team Leadership, Inter-team communication skills, meeting management, risk &amp; change management, conflict resolution',\n",
       "  'key_learnings': ['Team leader'],\n",
       "  'link': 'https://www.udemy.com/course/team-leader-fundamentals-for-new-and-developing-team-leaders/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Mastering Meetings & Time Management',\n",
       "  'subtitle': 'Expert Strategies to Optimize Your Meetings, Improve Team Productivity and Save Time',\n",
       "  'key_learnings': ['Master the art of creating focused and productive meeting agendas to drive efficiency.',\n",
       "   'Develop skills in leading dynamic and engaging meetings that encourage active participation.',\n",
       "   'Learn to apply the Eisenhower Matrix for effective prioritization of tasks and time management.',\n",
       "   'Gain expertise in setting SMART goals for clear, achievable, and measurable outcomes.',\n",
       "   'Acquire techniques to combat procrastination and maintain consistent productivity.',\n",
       "   'Understand the roles and responsibilities in meetings for streamlined and effective collaboration.',\n",
       "   'Implement strategies for inclusive and democratic decision-making processes in team settings.',\n",
       "   'Master time-blocking techniques to allocate and manage your daily and weekly schedules effectively.',\n",
       "   'Utilize digital tools and platforms for efficient meeting management and time tracking.',\n",
       "   'Enhance your ability to delegate tasks appropriately, optimizing team resources and skills.',\n",
       "   'Learn to manage and balance workloads effectively for reduced stress and increased productivity.',\n",
       "   'Discover the importance of active listening in meetings to foster understanding and collaboration.',\n",
       "   'Implement the Pomodoro Technique for focused work sessions and increased efficiency.',\n",
       "   'Develop strategies to minimize and manage disruptions during meetings for maintained focus.',\n",
       "   'Cultivate the ability to create actionable plans and follow-ups post-meetings for accountability.',\n",
       "   'Learn to use reflective practices to continuously improve your meeting and time management skills.',\n",
       "   'Acquire methods to effectively handle and navigate meeting challenges and obstacles.',\n",
       "   'Understand the significance of regular progress tracking and goal review in personal and professional development.',\n",
       "   'Apply communication techniques to clearly articulate and convey decisions and action plans.',\n",
       "   'Develop strategies for optimizing virtual meetings for engagement and productivity in remote work environments.'],\n",
       "  'link': 'https://www.udemy.com/course/mastering-meetings-time-management/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'IT Management Fundamentals - From IT Tech to IT Manager',\n",
       "  'subtitle': 'The knowledge and expertise you need to know to become an IT manager and develop those skills',\n",
       "  'key_learnings': ['Moving from a Tech to a Manager          ,',\n",
       "   'IT Manager Responsibilities',\n",
       "   'IT Strategies, Roadmaps, Budgets',\n",
       "   'People and Staff Management',\n",
       "   'Hardware, Software and other Registers',\n",
       "   'Disaster Recovery Design and Setup',\n",
       "   'Operations, Security & Capacity Management',\n",
       "   'Reporting, Audits and Dashboards'],\n",
       "  'link': 'https://www.udemy.com/course/techtomanager/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Time and Task Management: Time Management Techniques',\n",
       "  'subtitle': 'Time management techniques and strategies that you can apply today to get more things done with more value',\n",
       "  'key_learnings': ['Manage time and tasks more effectively',\n",
       "   'Immediately apply several easy time management techniques'],\n",
       "  'link': 'https://www.udemy.com/course/time_task_management/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'How to Run Requirements Meetings and Workshops in the AI Era',\n",
       "  'subtitle': 'Supercharge Requirements Elicitation: Combine Proven Facilitation Strategies and AI Insights for Unparalleled Results',\n",
       "  'key_learnings': ['Leverage AI tools to assist in planning and executing requirements workshops.',\n",
       "   'Resolve conflicts and manage difficult personalities in meetings with confidence, fostering a collaborative atmosphere conducive to innovation.',\n",
       "   'Plan, prepare, and perform collaborative meetings with an expanded toolkit of techniques and soft skills',\n",
       "   'Apply knowledge of the conscious and nonconscious minds to enhance stakeholder engagement, communication, and decision-making processes.',\n",
       "   'Leverage nonverbal communication skills to read and influence the room, ensuring effective transmission and reception of ideas.',\n",
       "   'Optimize the output of User Story Workshops, 3-Amigos Conversations, JAD Sessions, and 1-on-1 requirements interviews',\n",
       "   'Help participants discover and document features, functions, user stories, and requirements for future digital solutions by leveraging brain science',\n",
       "   'Manage the roles that conscious and nonconscious minds play in collaborative conversations',\n",
       "   'Anticipate common challenges associated with face-to-face and virtual meetings',\n",
       "   'Understand the significant role that the conscious and nonconscious minds play in collaborative conversations',\n",
       "   'Mitigate threats to successful collaboration using conflict resolution strategies',\n",
       "   'Maintain the momentum of your collaborative conversations by applying proven facilitation techniques',\n",
       "   'Harness the power of attentive, analytic, and empathetic listening to uncover hidden user needs and drive meaningful project outcomes.',\n",
       "   'Understand the nuances of crafting effective prompts to simulate conversations with diverse personalities',\n",
       "   'Discover how to leverage ChatGPT as a personalized communication coach for realistic practice',\n",
       "   'Reduce conflicts and enhance connections, empathy, and productivity in your communications'],\n",
       "  'link': 'https://www.udemy.com/course/master-communication-skills-collaborative-conversations/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Business English - Management & Leadership',\n",
       "  'subtitle': 'Learn perfect Business English words and phrases to help you shine as a leader and improve your management skills',\n",
       "  'key_learnings': [\"You'll learn Business English words and phrases all about Management & Leadership\",\n",
       "   \"You'll learn to elicit, give, and receive feedback in perfect Business English\",\n",
       "   \"You'll learn amazing Business English writing skills including emails, memos and instant messages\",\n",
       "   \"You'll learn how to lead meetings & presentations using accurate Business English phrases\"],\n",
       "  'link': 'https://www.udemy.com/course/business-english-management-and-leadership/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Time Management MASTERY: Time Management To Max Productivity',\n",
       "  'subtitle': 'Research-based time management, scheduling, and task management to boost productivity! Master time management',\n",
       "  'key_learnings': ['#1 most important skill for your career',\n",
       "   'Industry-tested, SCIENCE-BASED time management for 2024',\n",
       "   'Prioritize tasks like top-1% performers',\n",
       "   'GET MORE DONE, with higher quality, and achieve better results',\n",
       "   'Become better at scheduling',\n",
       "   'Take unimportant things OUT of your schedule',\n",
       "   'Follow your schedule better',\n",
       "   'Get better at choosing the important things to pursue in life and work',\n",
       "   'Become more efficient with your business/work/school',\n",
       "   'Timeboxing, which is an advanced time management strategy',\n",
       "   'WORLD-CLASS student support: I answer 99% of student questions within 24 hours',\n",
       "   'PERSONALIZED HELP from the instructor: Join OFFICE HOURS Zoom call with the instructor and students to ask questions directly',\n",
       "   'Move your life and projects forward'],\n",
       "  'link': 'https://www.udemy.com/course/time-management-for-students-professionals-entrepreneurs/'},\n",
       " {'topic': 'meetings management',\n",
       "  'title': 'Smartsheet Project Management- Intermediate to Advanced',\n",
       "  'subtitle': 'Learn more tips and tricks and take your Smartsheet knowledge to the next level with this training course',\n",
       "  'key_learnings': ['Advanced Smartsheet formulas',\n",
       "   'Creating professional dashboards in Smartsheet',\n",
       "   'Proofing in Smartsheet',\n",
       "   'WorkApps',\n",
       "   'Best Practices of using the software'],\n",
       "  'link': 'https://www.udemy.com/course/learn-smartsheet-intermediate-to-advanced-training/'}]"
      ]
     },
     "execution_count": 180,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "trainings_to_db"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 185,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "\n",
    "with open(\"trainings.json\", 'w') as fout:\n",
    "    json.dump({\"trainings\": trainings_to_db}, fout, indent=4)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Upload to Cosmos DB Database"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "import json\n",
    "import uuid\n",
    "from azure.cosmos import exceptions, CosmosClient, PartitionKey\n",
    "import os \n",
    "from dotenv import load_dotenv\n",
    "\n",
    "load_dotenv()\n",
    "\n",
    "endpoint = os.getenv(\"UDEMY_TRAININGS_ENDPOINT\")\n",
    "key = os.getenv(\"UDEMY_TRAININGS_PRIMARY_KEY\")\n",
    "client = CosmosClient(endpoint, key)\n",
    "\n",
    "database_name = os.getenv(\"UDEMY_TRAININGS_DATABASE\")\n",
    "container_name = os.getenv(\"UDEMY_TRAININGS_CONTAINER\")\n",
    "database = client.create_database_if_not_exists(id=database_name)\n",
    "container = database.create_container_if_not_exists(\n",
    "    id=container_name,\n",
    "    partition_key=PartitionKey(path=\"/topic\"),\n",
    "    offer_throughput=400\n",
    ")\n",
    "\n",
    "with open('trainings.json') as f:\n",
    "    data = json.load(f)\n",
    "\n",
    "for training in data['trainings']:\n",
    "    training['id'] = str(uuid.uuid4())\n",
    "    container.create_item(body=training)"
   ]
  }
 ],
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