AI Engineering: Building Applications with Foundation Models
Chip Huyen
Jun 2025 · Gildan Media · Kuchazwe ngu-Edelyn Okano
3.0star
1 isibuyekezoreport
headphones
I-audiobook
21 ihora 12 iminithi
Okungavamile
family_home
Kufanelekile
info
reportIzilinganiso nezibuyekezo aziqinisekisiwe Funda Kabanzi
Ufuna isampula elingu-2 ihora 7 iminithi? Lalela noma kunini, nanoma ungaxhunyiwe ku-inthanethi.
Engeza
Mayelana nale audiobook
Recent breakthroughs in AI have not only increased demand for AI products, they've also lowered the barriers to entry for those who want to build AI products. The model-as-a-service approach has transformed AI from an esoteric discipline into a powerful development tool that anyone can use. Everyone, including those with minimal or no prior AI experience, can now leverage AI models to build applications. In this book, author Chip Huyen discusses AI engineering: the process of building applications with readily available foundation models.
The book starts with an overview of AI engineering, explaining how it differs from traditional ML engineering and discussing the new AI stack. The more AI is used, the more opportunities there are for catastrophic failures, and therefore, the more important evaluation becomes. This book discusses different approaches to evaluating open-ended models, including the rapidly growing AI-as-a-judge approach.
AI application developers will discover how to navigate the AI landscape, including models, datasets, evaluation benchmarks, and the seemingly infinite number of use cases and application patterns. You'll learn a framework for developing an AI application, starting with simple techniques and progressing toward more sophisticated methods, and discover how to efficiently deploy these applications.
The book starts with an overview of AI engineering, explaining how it differs from traditional ML engineering and discussing the new AI stack. The more AI is used, the more opportunities there are for catastrophic failures, and therefore, the more important evaluation becomes. This book discusses different approaches to evaluating open-ended models, including the rapidly growing AI-as-a-judge approach.
AI application developers will discover how to navigate the AI landscape, including models, datasets, evaluation benchmarks, and the seemingly infinite number of use cases and application patterns. You'll learn a framework for developing an AI application, starting with simple techniques and progressing toward more sophisticated methods, and discover how to efficiently deploy these applications.
Izilinganiso nezibuyekezo
3.0
1 isibuyekezo
Linganisela le-audiobook
Sitshele ukuthi ucabangani.
Ulwazi lokulalela
Amasmathifoni namathebulethi
Faka uhlelo lokusebenza lwe-Google Play Amabhuku lwe-Android ne-iPad/iPhone. Livunyelaniswa ngokuzenzakalela ne-akhawunti yakho liphinde likuvumele ukuthi ufunde uxhunywe ku-inthanethi noma ungaxhunyiwe noma ngabe ukuphi.
Amakhompyutha aphathekayo namakhompyutha
Ungafunda amabhuku athengwe ku-Google Play usebenzisa isiphequluli sewebhu kukhompyutha yakho.
