David's Reviews > Machine Learning

Machine Learning by Tom M. Mitchell
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's review
Mar 23, 2010

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bookshelves: computer-science, machine-learning, non-fiction, reference

This is a very compact, densely written volume. It covers all the basics of machine learning: perceptrons, support vector machines, neural networks, decision trees, Bayesian learning, etc. Algorithms are explained, but from a very high level, so this isn't a good reference if you're looking for tutorials or implementation details. However, it's quite handy to have on your shelf for a quick reference.
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05/21 marked as: reference

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