Download EBOOK Machine Learning: The Art and Science of Algorithms That Make Sense of Data PDF for free


Download EBOOK Machine Learning: The Art and Science of Algorithms That Make Sense of Data PDF for free Category: Computing
The author of the book: Peter Flach
Format files: PDF, EPUB, TXT, DOCX
The size of the: 14.75 MB
Language: English
ISBN-13: 9781107422223
Edition: CAMBRIDGE UNIVERSITY PRESS
Date of issue: 12 November 2012

Description of the book "Machine Learning: The Art and Science of Algorithms That Make Sense of Data":

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 illustrations throughout. He covers a wide range of logical, geometric and statistical models and state-of-the-art topics such as matrix factorisation and ROC analysis PDF. Particular attention is paid to the central role played by features. The use of established terminology is balanced with the introduction of new and useful concepts, and summaries of relevant background material are provided with pointers for revision if necessary. These features ensure Machine Learning will set a new standard as an introductory textbook.

Download EBOOK Machine Learning: The Art and Science of Algorithms That Make Sense of Data PDF for free


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Peter Flach

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Download EBOOK Machine Learning: The Art and Science of Algorithms That Make Sense of Data PDF for free



Download EBOOK Machine Learning: The Art and Science of Algorithms That Make Sense of Data for free

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