Data Science Handbook

by Jake VanderPlas

This is a great book to refer when using any of the Data Science python libraries and Traditional ML algorithm implementation.

The book's website a great source and the github repo for the great notebooks... go there for more fruits !

Table of content:

Jump to any section you want

1. Chapter 1: Introduction to Numpy

2. Chapter 2: Data Manipulation with Pandas

3. Chapter 3: Visualization with Matplotlib

4. Chapter 4: Machine Learning