Chip Huyen’s AI Engineering repo packs 10 chapter summaries and free notes
techNmak · x · 2026-07-22
Chip Huyen’s AI Engineering companion repo is being praised as a free alternative to expensive AI courses. The repo includes chapter summaries, study notes, production prompts, case studies, ML theory, misalignment material, and a set of engineering blog links.
What’s inside
- 10 chapter summaries covering foundation models, training, evaluation, prompting, RAG, agents, finetuning, datasets, inference, and architecture
- Study notes and curated AI engineering resources
- Real production prompt examples and company case studies
- ML fundamentals plus an AI safety / misalignment section
- A small bonus tool: a ChatGPT/Claude conversation heatmap generator
Related event: Chip Huyen's Free AI Engineering Companion Repo Goes Viral(4 posts)→
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