Quick Tutorial on Data Science

This repository contains basic and intermediate tutorials for data science and machine learning students and practitioners.

• Part 1: Introduction

  • Quick Tutorial on Python

• Part 2: Data Science

  • Quick Tutorial on Numpy [Go NumPy]
  • Quick Tutorial on Pandas [Go Pandas]
  • Quick Tutorial on Data Visualization
    • Matplotlib [Go Matplotlib]
    • Seaborn [Go Seaborn]
    • Plotly and Cufflinks [Go Plotly]
  • Quick Tutorial on Apache Hadoop and Hive
  • Quick Tutorial on Apache Spark

• Part 3: Machine Learning and Deep Learning

  • Quick Tutorial on Scikit-learn [Go Scikit-learn]
  • Quick Tutorial on Keras
  • Quick Tutorial on PyTorch
  • Quick Tutorial on TensorFlow

_{Ali Pesaranghader © 2020++}