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Nhan đề : Designing machine learning systems : an iterative process for production-ready applications
Tác giả : Chip Huyen
Chủ đề : Machine learning | Application software | Phần mềm ứng dụng
Năm xuất bản : 2022
Nhà xuất bản : USA: O'Reilly Media
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 as how to process and create training data, which features to use, how often to retrain models, and what to monitor--in the context of how it can help your system as a whole achieve its objectives
URI: http://thuvienso.thanglong.edu.vn//handle/TLU/7670
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