MARC状态：已编 文献类型：西文图书 浏览次数：16
- 题名/责任者:
- A first course in machine learning / Simon Rogers, Mark Girolami.
- 版本说明:
- Second edition.
- 出版发行项:
- Boca Raton : CRC Press, 2016.
- ISBN:
- 9781315382159
- 载体形态项:
- 1 online resource (xxix, 397 pages) : illustrations
- 个人责任者:
- Rogers, Simon, 1979- author.
- 附加个人名称:
- Girolami, Mark, 1963- author.
- 论题主题:
- Machine learning.
- 中图法分类号:
- TP181
- 书目附注:
- Includes bibliographical references and index.
- 摘要附注:
- "Introduces the main algorithms and ideas that underpin machine learning techniques and applications -- Keeps mathematical prerequisites to a minimum, providing mathematical explanations in comment boxes and highlighting important equations -- Covers modern machine learning research and techniques -- Includes three new chapters on Markov Chain Monte Carlo techniques, Classification and Regression with Gaussian Processes, and Dirichlet Process models."--From Publisher.
- 随书光盘:
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