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AI Engineering: Building Applications with Foundation Models 1st Edition
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AI Engineering: Building Applications with Foundation Models 1st Edition

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Availability: In stock SKU: TBP-BK-9781098166304

Publisher: O'Reilly Media

Language: English

Author: Chip Huyen

Print length: 532 pages

ISBN-10: 1098166304

ISBN-13: 9781098166304

AI Engineering: Building Applications with Foundation Models 1st Edition

AI Engineering: Building Applications with Foundation Models 1st Edition

About This Book

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.

Book Details

Author: Chip Huyen
Publisher: O'Reilly Media
ISBN-13: 9781098166304
Language: English

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