IT training machine learning the art and science of algorithms that make sense of data flach 2012 11 12
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IT training machine learning the art and science of algorithms that make sense of data flach 2012 11 12
PETER FLACHMachine LearningThe Art and Science of Algorithms that Make Sense of DataCAMBRIDGEMACHINE LEARNINGI he Art and Science of Algorithms that M IT training machine learning the art and science of algorithms that make sense of data flach 2012 11 12Make Sense of DataAs 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 idler works, which gives an imm IT training machine learning the art and science of algorithms that make sense of data flach 2012 11 12ediate introduction Io machine learning in action, with a minimum of technical fuss. lie covers a wide range of logical, geometric and statistical modIT training machine learning the art and science of algorithms that make sense of data flach 2012 11 12
els, and state-of-the-art topics such as matrix factorisation and ROC analysis. Particular attention is paid to the central role played by features.MaPETER FLACHMachine LearningThe Art and Science of Algorithms that Make Sense of DataCAMBRIDGEMACHINE LEARNINGI he Art and Science of Algorithms that M IT training machine learning the art and science of algorithms that make sense of data flach 2012 11 12irst step into machine learning.•The use of established terminology is balanced with the introduction of new and useful concepts.•Well-chosen examples and illustrations form an integral part of the text.•Boxes summarise relevant background material and provide pointers for revision.•Each chapter con IT training machine learning the art and science of algorithms that make sense of data flach 2012 11 12cludes with a summary and suggestions for further reading.•A list of “Important points Io remember' is included at the back of the book together w ithIT training machine learning the art and science of algorithms that make sense of data flach 2012 11 12
an extensive index to help readers navigate through the material.MACHINE LEARNINGThe Art and Science of Algorithms that Make Sense of DataPETER FLACHPETER FLACHMachine LearningThe Art and Science of Algorithms that Make Sense of DataCAMBRIDGEMACHINE LEARNINGI he Art and Science of Algorithms that M IT training machine learning the art and science of algorithms that make sense of data flach 2012 11 12 University Press The Edinburgh Building. Cambridge CB2 8RU. UKPublished in the United States of America by Cambridge University Press. New Yorkwww.cambridge.orgInformation on this title: WWW Cambridge org/9781107096394© Peter Flach 2012This publication is in copyright. Subject to statutory exceptio IT training machine learning the art and science of algorithms that make sense of data flach 2012 11 12n and to the provisions of relevant collective licensing agreements no reproduction of any part may lake place without the written permission of CambrIT training machine learning the art and science of algorithms that make sense of data flach 2012 11 12
idge University Press.First published 2012Printed and bound in the United Kingdom by the -MPG Books GroupA caialtìỊỊue record for this puMicarion is aPETER FLACHMachine LearningThe Art and Science of Algorithms that Make Sense of DataCAMBRIDGEMACHINE LEARNINGI he Art and Science of Algorithms that MPETER FLACHMachine LearningThe Art and Science of Algorithms that Make Sense of DataCAMBRIDGEMACHINE LEARNINGI he Art and Science of Algorithms that MGọi ngay
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