Thông tin tài liệu
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 |
Bộ sưu tập | 1-Trí tuệ nhân tạo |
XEM MÔ TẢ
34
XEM & TẢI
0
Danh sách tệp tin đính kèm: