BasicMLProjects

Just Compiling some introductory ML projects done in Python, after a decent amount of files were created I have reorganized to the below

. +-- Basic Projects: Simple projects +-- Data Prep: Data Prep, Cleaning, etc +-- From Scratch Algos: Developing common algos from scratch +-- Time Series: Time Series related projects +-- License +-- README.md

List of "completed" projects

• Iris Classification
• Fake News NLP Classification
• Breast Cancer Classification with a from-scratch SVM
• Fraudulent Banknotes with from-scratch DecisionTree
• Wine Quality Classifier
• MLM imbalanced data tutorial
• MLM data preparation tutorial
• Credit Card Fraud with SMOTE
• Compare Algos mini course

More projects

I googled "lists of ML projects" and found this.

https://data-flair.training/blogs/machine-learning-project-ideas/

From MLM https://machinelearningmastery.com/tour-of-real-world-machine-learning-problems/

Project Details

Breast Cancer SVM

Credit is due to Quadeel Abbassi on Medium for writing a good article on implementing sgd and walking through the process step by step.

Fake News NLP

Credit is due to cmukesh8688 on Medium for the insightful blog posts on TfidfVectorizer and fake news.