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Ethem Alpaydin

Introduction to Machine Learning


3rd ed. 2014. 640 S. w. 192 figs. 229 mm
Verlag/Jahr: MIT PRESS 2014
ISBN: 0-262-02818-2 (0262028182)
Neue ISBN: 978-0-262-02818-9 (9780262028189)

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The goal of machine learning is to program computers to use example data or past experience to solve a given problem. Many successful applications of machine learning exist already, including systems that analyze past sales data to predict customer behavior, optimize robot behavior so that a task can be completed using minimum resources, and extract knowledge from bioinformatics data. Introduction to Machine Learning is a comprehensive textbook on the subject