Designing machine learning systems: An iterative process for production-ready applications

Phân loại DDC: 006.3

Tác giả: Chip Huyen

Thông tin xb: Sebastopol, CA: O'Reilly Media, Inc, 2022

Mô tả vật lý: xvi, 367 p.: illustrations, 27cm

Tóm tắt: Machine learning systems are both complex and unique. Complex because they consist of many different components and involve many different stakeholders. Unique because they're data dependent, with data varying wildly from one use case to the next. In this book, you'll learn a holistic approach to designing ML systems that are reliable, scalable, maintainable, and adaptive to changing environments and business requirements. Author Chip Huyen, co-founder of Claypot AI, considers each design decision--such ...

Từ khóa: Application software; Machine learning; Design; Claypot AI

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Designing machine learning systems: An iterative process for production-ready applications

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