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Machine Learning: The Art and Science of Algorithms that Make Sense of Data

Peter Flach




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 | #107693 in Books |  Peter Flach |  2012-11-12 | Original language:English | PDF # 1 |  9.69 x.71 x7.44l,.0 | File type: PDF | 409 pages

 | Machine Learning The Art and Science of Algorithms that Make Sense of Data

||0 of 0 people found the following review helpful.| Worth a read if you need to get the theoretical concepts behind ML algorithms|By Sandro Saitta|If you need a ML book as a teacher, Machine Learning – The art and science of algorithms that make sense of data, is definitely the one you need. It covers most ML algorithms, divided by genre (tree, rule, ensemble, etc.). From a teaching point of view, the book is quite compreh| |"This textbook is clearly written and well organized. Starting from the basics, the author skillfully guides the reader through his learning process by providing useful facts and insight into the behavior of several machine learning techniques, as well as the

As one of the most comprehensive machine learning texts around, this book does justice to the field's incredible richness, but without losing sight of the unifying principles. Peter Flach's clear, example-based approach begins by discussing how a spam filter works, which gives an immediate introduction to machine learning in action, with a minimum of technical fuss. Flach provides case studies of increasing complexity and variety with well-chosen examples and illustratio...

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