[PDF.67ts] Machine Learning: The Art and Science of Algorithms that Make Sense of Data
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Machine Learning: The Art and Science of Algorithms that Make Sense of Data
Peter Flach
[PDF.js43] Machine Learning: The Art and Science of Algorithms that Make Sense of Data
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| #97404 in Books | imusti | 2012-11-12 | Original language:English | PDF # 1 | 9.69 x.71 x7.44l,.0 | File type: PDF | 409 pages | Cambridge University Press||8 of 8 people found the following review helpful.| Great second book on Machine Learning!|By Nilendu Misra|In real world, three cohorts would approach Machine Learning differently - A. Programmers - "How" - interested in quickly learning the libraries, tips/tricks to scale algorithms with larger data sets B. Theorists - "What" - interested in choosing the right algorithm, design ensemble, selecting and extracting||"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...
You can specify the type of files you want, for your gadget.Machine Learning: The Art and Science of Algorithms that Make Sense of Data | Peter Flach. I really enjoyed this book and have already told so many people about it!
