AI Engineering by Chip Huyen

AI Engineering by Chip Huyen

If you want to understand what it really takes to build serious AI applications — not just use existing APIs, but architect, deploy, and maintain production-grade AI systems — AI Engineering: Building Applications with Foundation Models by Chip Huyen (O'Reilly) is the book. Chip Huyen, author of the beloved Designing Machine Learning Systems, returns with a comprehensive guide to the newest frontier: engineering applications on top of foundation models like GPT, Claude, Gemini, and beyond.

This book covers the complete AI engineering stack — from prompt engineering and RAG to fine-tuning, evaluation frameworks, safety considerations, and infrastructure for scalable AI applications. It's the systematic, rigorous approach to AI application development that the field desperately needed. Whether you're a software engineer entering the AI space, a data scientist building LLM-powered products, or a technical leader establishing engineering standards for your AI team — this book is your essential reference. Chip Huyen has written the definitive guide to the job title that's defining the decade.

?? ????? ????????

? ?????????? ?????????? ????????? – ????? ???? ? ?????? ???? ??????????

?? ????? ??? ???????? – ????? ? ????????????, ???????? ???? ????? ??? ???

?? ????? ????????? ???? – ????????? ?????? ???? ???????? ??? ???

? ????? ????? (Paperback) – ???????, ?????? ? ???? ???? ??????????

?? ??????? ????? ?????? ?????????? ???