/An-Introduction-to-Statistical-Learning

Personal Notes + Exercises and Applications in Python

Primary LanguageJupyter Notebook

An Introduction to Statistical Learning

ISL by Gareth James, Daniela Witten, Trevor Hastie and Robert Tibshirani is considered a classic in statistical and machine learning fields and is an absolutely great way to start your analytics career.

The book is free to download and an online course by the authors is available on youtube as well as on edx with the possibility to purchase a certificate of completion.

This repository contains my solutions to the labs and exercises, and some notes and plots from the textbook as well.
I would also recommend you to take a look at the following repository that cover ISL as well:

  1. Ted Petrou's ISL summary