Machine Learning from Scratch
A 12-part walkthrough of the ML II course notes — intuition, math, code.
Part 01What is Machine Learning?
Guides
Multi-part walkthroughs. Each one starts at the intuition and walks you all the way down to the code.
12 of 12 published 9 of 10 published NLP from Scratch
A 10-part walkthrough of the NLP course notes — intuition, math, code.
Part 01What NLP is (and what it isn't)8 of 8 published Generative AI Engineering
An 8-part walkthrough of modern GenAI engineering — LLMs, prompting, RAG, agents, guardrails, LLMOps.
Part 01The Generative AI Engineering Cheatsheet