mml-book/mml-book.github.io

🤖 Python examples of popular machine learning algorithms with interactive Jupyter demos and math being explained

VIP cheatsheets for Stanford's CS 229 Machine Learning

Become a cracked AI/ML researcher/engineer with this unconventional textbook covering maths, computing, and ML with intuition.

Classical equations and diagrams in machine learning

Minimal and clean examples of machine learning algorithms implementations

100 Days of ML Coding

Interactive deep learning book with multi-framework code, math, and discussions. Adopted at 500 universities from 70 countries including Stanford, MIT, Harvard, and Cambridge.

A curated list of awesome mathematics resources

A collection of machine learning examples and tutorials.