diff --git a/README.md b/README.md index 752507e..708df1f 100644 --- a/README.md +++ b/README.md @@ -1,11 +1,10 @@ -# AI Engineering: Building Applications with Foundation Models (Chip Huyen 2025) +# AI Engineering book and other resources > _This repo will be updated with more resources in the next few weeks._ -- [About the book](#about-the-book) - - [What this book is about](#what-this-book-is-about) - - [Who this book is for](#who-this-book-is-for) -- [Table of contents](ToC.md) -- [Chapter summaries](chapter-summaries.md) +- [About the book AI Engineering](#about-the-book) + - [Table of contents](ToC.md) + - [Chapter summaries](chapter-summaries.md) + - [Study notes](study-notes.md) - [AI engineering resources](resources.md) - [Prompt examples](prompt-examples.md) - [Case studies](case-studies.md) diff --git a/study-notes.md b/study-notes.md new file mode 100644 index 0000000..f049bcf --- /dev/null +++ b/study-notes.md @@ -0,0 +1,14 @@ +# Study notes +Notes from people reading AI Engineering. If you've made public notes about the book, feel free to create a PR to add them here. Thank you! + +- [Alex Strick van Linschoten](https://www.linkedin.com/in/strickvl/) made excellent chapter-by-chapter notes of the book. Here are some of them. + - [Chapter 6: RAG and Agents](https://mlops.systems/posts/2025-01-24-notes-on-ai-engineering-chip-huyen-chapter-6.html) + - [Chapter 7: Finetuning](https://mlops.systems/posts/2025-01-26-notes-on-ai-engineering-chip-huyen-chapter-7:-finetuning.html) + - [Chapter 9: Inference optimization](https://mlops.systems/posts/2025-02-07-ai-engineering-chapter-9.html) + - [Chapter 10: AI engineering architecture and user feedback](https://mlops.systems/posts/2025-02-09-ai-eg-chapter-10.html) +- [Li Liu's bookclub](https://docs.google.com/document/d/1mKRI3cJVNTmNKgE85OUd3DOfnph7Z3QmqrZhBCX7yQ4/edit?tab=t.0#heading=h.ohq29zbftwgr): started Feb 8, 2025 with weekly meeting. +- [AI from Scratch reading group](https://x.com/santiviquez/status/1886469829583835214): started Feb 16, 2025. +- [Pastor Soto's notes on AI engineering](https://substack.com/home/post/p-154650527) + + +I'm also collecting discussion topics from reading groups and courses on AI engineering. Feel free to make PRs to add yours. Thank you! \ No newline at end of file