Drench yourself in Deep Learning, Reinforcement Learning, Machine Learning, Computer Vision, and NLP by learning from these exciting lectures!!

A collection of resources and papers on Diffusion Models

A booklet on machine learning systems design with exercises. NOT the repo for the book "Designing Machine Learning Systems"

Main Web Site (Online Books)

An in-depth machine learning tutorial introducing readers to a whole machine learning pipeline from scratch.

https://huyenchip.com/ml-interviews-book/

Parallel Computing and Scientific Machine Learning (SciML): Methods and Applications (MIT 18.337J/6.338J)

DEPRECATED — Head to the raytracing.github.io repo for the new home

A visual guide to git.

Source repository for Grokking Bitcoin

Seriously Unnecessary Baffling Obscure Perplexing Terms In MAchine Learning

Docs

Sam Finlayson's Academic blog

Notes in LaTeX and markdown