Machine Learning : An Algorithmic Perspective

作者：StephenMarsland

出版社：ChapmanandHall/CRC

副标题：AnAlgorithmicPerspective

出版年：2009-4-8

页数：406

定价：GBP52.99

装帧：Paperback

ISBN：9781420067187

内容简介
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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.

评论 ······

看完这本书之后觉得Machine Learning in Action及其中文版简直太随意了..

终于找到电子版啦！

练NumPy。可惜没有完整电子版，图书馆又没有；网上的电子版在后半部分 有很多hidden page。稍带现代气息。

并不算特别基础的东西，但如果已经有一定的理论背景想要进入实践，这是一本很好的书。

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