文件名称:
Introduction to Machine Learning
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文件大小: 1mb
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上传时间: 2016-11-23
详细说明： 斯坦福大学授课讲义，更新到2015年，Nils J. Nilsson教授讲授。 many important advancements have been made in machine learning since this was put together, as Nilsson himself says, but these notes cover much of what is still considered relevant elementary material in a straightforward and focused manner. There are no diversions related to advancements of the past few decades, which authors often want to cover tangentially even in introductory texts. There is, however, a lot of information about statistical learning, learning theory, classification, and a variety of algorithms to whet your appetite. At < 200 pages, this can be read rather quickly. ...展开收缩
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