A First Course in Machine Learning PDF
By:Simon Rogers,Mark Girolami
Published on 2011-10-25 by CRC Press
A First Course in Machine Learning covers the core mathematical and statistical techniques needed to understand some of the most popular machine learning algorithms. The algorithms presented span the main problem areas within machine learning: classification, clustering and projection. The text gives detailed descriptions and derivations for a small number of algorithms rather than cover many algorithms in less detail. Referenced throughout the text and available on a supporting website (http://bit.ly/firstcourseml), an extensive collection of MATLAB®/Octave scripts enables students to recreate plots that appear in the book and investigate changing model specifications and parameter values. By experimenting with the various algorithms and concepts, students see how an abstract set of equations can be used to solve real problems. Requiring minimal mathematical prerequisites, the classroom-tested material in this text offers a concise, accessible introduction to machine learning. It provides students with the knowledge and confidence to explore the machine learning literature and research specific methods in more detail.
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Book ID of A First Course in Machine Learning's Books is cTfSBQAAQBAJ, Book which was written bySimon Rogers,Mark Girolamihave ETAG "lt8Qg44BadY"
Book which was published by CRC Press since 2011-10-25 have ISBNs, ISBN 13 Code is 9781466506299 and ISBN 10 Code is 1466506296
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Book which have "305 Pages" is Printed at BOOK under CategoryBusiness and Economics
Book was written in en
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Download A First Course in Machine Learning PDF Free
Download A First Course in Machine Learning Books Free
Download A First Course in Machine Learning Free
Download A First Course in Machine Learning PDF
Download A First Course in Machine Learning Books
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