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Online Public Access Catalogue

题名/责任者:

The pragmatic programmer for machine learning : engineering analytics and data science solutions / Marco Scutari, Mauro Malvestio.

出版发行项:

Boca Raton : CRC Press, [2023]

ISBN:

9780367255060

ISBN:

9780367263508

ISBN:

9781000852523

载体形态项:

340 pages ; 24 cm.

丛编说明:

Machine learning & pattern recognition

个人责任者:

Scutari, Marco, author.

附加个人名称:

Malvestio, Mauro, author.

论题主题:

Machine learning.

论题主题:

Software engineering.

论题主题:

Statistics-Data processing.

中图法分类号:

TP181

书目附注:

Includes bibliographical references and index.

摘要附注:

"The book provides a guide for data scientists and data analysts on modern software engineering to plan, implement, and improve the use of machine learning models. The book will also be useful to academics working in quantitative subjects where reliable software is required to obtain reproducible results and to increase the impact of research. It includes best practices on how best to implement models into code, how to document and troubleshoot code to ensure correctness, and how to deploy code into production. The book also explores how best practices are put to use in computing environments, using real-world examples and two case studies"--

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