Open Source Machine Learning Degree

Learn machine learning for free, because free is better than not-free.

This website is inspired by the datasciencemasters/go and open-source-cs-degree github pages. This one is specifically for machine learning and features textbooks, textbook-length lecture notes, and similar materials found with a simple google search. This repository is meant as a general guide and resource for a free education.

Note: Please report any broken links as an issue on the Github page. Thanks!

Mathematics

Calculus

Proofs

Linear Algebra

More Linear Algebra

Even More Damn Linear Algebra

Probability and Statistics

Introductory Machine Learning

Computer Vision

Reinforcement Learning

Probabilistic Graphical Models

Applied Machine Learning

Machine Learning - HARD MODE

Legal Stuff

If you're the original author of any of these books, and would like me to remove the links to your material, just send me an email at programminglinguist@gmail.com