21 Lessons, Get Started Building with Generative AI

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Python programs, usually short, of considerable difficulty, to perfect particular skills.

In-depth tutorials on LLMs, RAGs and real-world AI agent applications.

Official code repo for the O'Reilly Book - "Hands-On Large Language Models"

Anthropic's educational courses

Examples and guides for using the Gemini API

Companion webpage to the book "Mathematics For Machine Learning"

[WIP] Resources for AI engineers. Also contains supporting materials for the book AI Engineering (Chip Huyen, 2025)

A modern Anki custom scheduling based on Free Spaced Repetition Scheduler algorithm

Efficient few-shot learning with Sentence Transformers

A concise, beginner-friendly introduction to the core ideas of linear algebra.

Restoring and attributing ancient texts using deep neural networks

Examples and guides for using the VLM Run API

Ollama's Interactive Prompt Engineering Tutorial