Statistical Learning & Data Mining

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All Textbooks(3)

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A First Course in Machine Learning

Published:

October 25, 2011

Author(s):

Simon Rogers; Mark Girolami

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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 …

Hardback

$69.95

Machine Learning: An Algorithmic Perspective

Published:

April 01, 2009

Author(s):

Stephen Marsland

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Traditional books on machine learning can be divided into two groups — those aimed at advanced undergraduates or early postgraduates with reasonable mathematical knowledge and those that are primers on how to code algorithms. The field is ready for a text that not only demonstrates how to use the …

Hardback

$76.95

Introduction to Machine Learning and Bioinformatics

Published:

June 05, 2008

Author(s):

Sushmita Mitra; Sujay Datta; Theodore Perkins; George Michailidis

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Lucidly Integrates Current Activities Focusing on both fundamentals and recent advances, Introduction to Machine Learning and Bioinformatics presents an informative and accessible account of the ways in which these two increasingly intertwined areas relate to each other. Examines Connections …

Hardback

$91.95

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