Chip Huyen | AI Engineering: Building Applications with Foundation Models (2025) [PDF, MOBI]
Автор: Chip Huyen
Издательство: O’Reilly Media
ISBN: 978-1-098-16630-4
Жанр: Компьютерная литература, искусственный интеллект
Язык: Английский
Формат: PDF, MOBI, AZW3
Качество: Изначально электронное (ebook)
Иллюстрации: Цветные и черно-белые
Описание: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.
AI Engineering builds upon and is complementary to Designing Machine Learning Systems (O'Reilly).
About the Author
Chip Huyen works in the intersection of AI, data, and storytelling. Previously, she was with Snorkel AI and NVIDIA, founded an AI infrastructure startup (acquired), worked on GPU optimization for data processing, and taught Machine Learning Systems Design at Stanford. Her last book, Designing Machine Learning Systems, is an bestseller in AI and has been translated into over 10 languages.
Скриншоты:
Время раздачи: с 10.00 до 21.00 (минимум до появления первых 3-5 скачавших) 
