AI Engineering: Building Applications with Foundation Models (Full Colour Edition)

Author: Chip Huyen

ISBN: 978-9355426666

Price: Rs. 2899.00 • ✓ 100% Genuine Publisher Edition

Book Overview

About This BookDisclaimerShroff Publishers do not endorse the preview pages of kindle linked to our ISBNs. 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. Understand what AI engineering is and how it differs from traditional machine learning engineeringLearn the process for developing an AI application, the challenges at each step, and approaches to address themExplore various model adaptation techniques, including prompt engineering, RAG, fine-tuning, agents, and dataset engineering, and understand how and why they workExamine the bottlenecks for latency and cost when serving foundation models and learn how to overcome themChoose the right model, dataset, evaluation benchmarks, and metrics for your needs Read moreBook DetailsAuthor: Chip HuyenPublisher: ‎ Shroff/O’Reilly; First Edition (19 December 2024); Shroff Publishers & Distributors Pvt. Ltd., B-103, First Floor, Railway Commercial Complex, Sector 3, Sanpada (E), Navi Mumbai 400705, WhatsApp: +917304487700, email: info@shroffpublishers.comFormat: Paperback – 19 December 2024Pages: 536ISBN: ‎ 978-9355426666Dimensions: ‎ 22.86 x 17.78 x 2.54 cmWeight: ‎ 900 g

Browse this title within our Science and Technology collection. Edition details: Paperback – 19 December 2024, 536 pages. Reference ISBN: 978-9355426666.

Why Readers Pick This Edition

• If you want to move beyond AI demos and actually ship reliable products, this book is your roadmap. You’ll learn how to design, evaluate, and deploy applications using foundation models—without needing deep AI research experience. Written with real-world tradeoffs in mind, it bridges theory and practice, helping you avoid costly failures as systems scale. As a premium, full-colour reference, it’s a long-term companion for engineers building serious AI-powered products.
• Published by Shroff/O’Reilly.
• Page count: 536.

Catalog Description

About This BookDisclaimerShroff Publishers do not endorse the preview pages of kindle linked to our ISBNs. 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...

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