000			02454nam a22002297a 4500
005			20261019154434.0
008			261019b |||||||| |||| 00| 0 eng d
020			_a9789355426666
028			_a: Savera Book Distributors _b: 4754 Akarshan Bhawan, 23 Ansari Road, Darya Ganj, New Delhi _c: 26-27/CRB/756 _d: 19/10/2026
082			_a006.3 HUY
100			_aHuyen, Chip.
245			_aAI Engineering _b: Building Applications with Foundation Models. _c/ Chip Huyen.
260			_a, Mumbai _b: Shroff Publishers _c, 2025.
300			_axxi, 509p. _c: 24cm.
365			_b2000
520			_aRecent 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. Understand what AI engineering is and how it differs from traditional machine learning engineering Learn the process for developing an AI application, the challenges at each step, and approaches to address them Explore various model adaptation techniques, including prompt engineering, RAG, fine-tuning, agents, and dataset engineering, and understand how and why they work Examine the bottlenecks for latency and cost when serving foundation models and learn how to overcome them Choose the right model, dataset, evaluation benchmarks, and metrics for your needs
650			_aAI Engineering
650			_aBuild AI products
650			_aAI application
700			_aChip Huyen
942			_cBOOK
999			_c70909 _d70909