Machine Learning
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Machine Learning

Machine Learning

8.1

作者: Stephen Marsland
出版社: Chapman & Hall/CRC
副标题: An Algorithmic Perspective
出版年: 2009
页数: 406
定价: USD 72.95
装帧: Hardcover
ISBN: 9781420067187

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内容简介:

Written in an easily accessible style, this book provides the ideal blend of theory and practical, applicable knowledge. It covers neural networks, graphical models, reinforcement learning, evolutionary algorithms, dimensionality reduction methods, and the important area of optimization. It treads the fine line between adequate academic rigor and overwhelming students with equations and mathematical concepts. The author includes examples based on widely available datasets and practical and theoretical problems to test understanding and application of the material. The book describes algorithms with code examples backed up by a website that provides working implementations in Python.

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