{"product_id":"ai-engineering-building-applications-with-foundation-models-by-chip-huyen-paperback","title":"AI Engineering: Building Applications with Foundation Models by Chip Huyen | Paperback","description":"\u003cp\u003eThe discipline shifted. Where machine learning engineering meant training models, \u003cstrong\u003eAI engineering\u003c\/strong\u003e means building products on models somebody else trained — a different job with different failure modes. Chip Huyen’s book is the first serious attempt to define that job rather than demonstrate a framework.\u003c\/p\u003e\u003ch3\u003eWhat the book covers\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003eWhat foundation models can and cannot do, and how training choices shape behaviour\u003c\/li\u003e\n\u003cli\u003eEvaluation: why it is the hardest part, and how to build evaluation pipelines you trust\u003c\/li\u003e\n\u003cli\u003ePrompt engineering as an engineering practice, including defensive prompting\u003c\/li\u003e\n\u003cli\u003eRetrieval-augmented generation and context construction\u003c\/li\u003e\n\u003cli\u003eFinetuning — when it beats prompting and retrieval, and when it does not\u003c\/li\u003e\n\u003cli\u003eDataset engineering, data quality and synthetic data\u003c\/li\u003e\n\u003cli\u003eInference optimisation: latency, throughput and cost\u003c\/li\u003e\n\u003cli\u003eArchitecting the full application, agents, and feedback loops in production\u003c\/li\u003e\n\u003c\/ul\u003e\u003ch3\u003eWho it’s for\u003c\/h3\u003e\u003cp\u003eEngineers and technical leads shipping applications on top of LLMs, ML practitioners adapting to foundation models, and product people who need to understand the constraints they are designing against.\u003c\/p\u003e\u003ch3\u003eEdition details\u003c\/h3\u003e\u003cul\u003e\n\u003cli\u003e\n\u003cstrong\u003eAuthor:\u003c\/strong\u003e Chip Huyen\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003ePublisher:\u003c\/strong\u003e O’Reilly Media\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eEdition:\u003c\/strong\u003e 1st Edition\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eFormat:\u003c\/strong\u003e Paperback\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eISBN:\u003c\/strong\u003e 978-1098166304\u003c\/li\u003e\n\u003cli\u003e\n\u003cstrong\u003eLanguage:\u003c\/strong\u003e English\u003c\/li\u003e\n\u003c\/ul\u003e\u003cp\u003eShips free within the United States from Shelfcove.\u003c\/p\u003e","brand":"Aksha","offers":[{"title":"Default Title","offer_id":48940596822177,"sku":"SCV-48301509738548","price":30.0,"currency_code":"USD","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0735\/5328\/1185\/files\/ai-engineering-building-applications-with-foundation-models.jpg?v=1794232764","url":"https:\/\/bookmart24.com\/products\/ai-engineering-building-applications-with-foundation-models-by-chip-huyen-paperback","provider":"Aksha","version":"1.0","type":"link"}