rohitg00/ai-engineering-from-scratch
★ 76,954 stars
Covered in week 2026-W32 · the 2026-08 report
Learn it. Build it. Ship it for others.
What ai-engineering-from-scratch is
Implement model internals, retrieval pipelines, and agent runtimes. Test them, inspect failures, and keep the code and evaluation results.
From the repository README · read it on GitHub →
Transcript
Watching endless AI tutorials but never building anything that works? This course forces you to implement every system yourself—LLMs, computer vision, AI agents—in Python and Rust. No APIs, no frameworks. You code transformers, deep learning, and swarm intelligence from scratch. 45,000 stars in four months show developers are done with passive learning. Could you handle building from the ground up?