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21 Lessons, Get Started Building with Generative AI

learning-resources llm-tooling

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

learning-resources books llm-tooling

Data Engineering Zoomcamp is a free 9-week course on building production-ready data pipelines. Join the course here 👇🏼

learning-resources data-engineering education

Learn how to develop, deploy and iterate on production-grade ML applications.

learning-resources ml-framework mlops

Anthropic's Interactive Prompt Engineering Tutorial

learning-resources llm-tooling

Repo to accompany my mastering LLM engineering course

learning-resources llm-app

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

learning-resources llm-app ai-agents

Learn ML engineering for free in 4 months! Register here 👇🏼

learning-resources ml-framework backend

A Comprehensive Guide for Generative AI, Agentic AI, Multimodal AI, Physical AI Interviews. Proven Formula for multiple FAANG offers and more

learning-resources ai-agents mcp

This is a repo with links to everything you'd ever want to learn about data engineering

data-engineering learning-resources awesome-list

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

learning-resources science ml-framework