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An Introduction To Machine Learning Miroslav Kubat

  • SKU: BELL-56930990
An Introduction To Machine Learning Miroslav Kubat
$ 31.00 $ 45.00 (-31%)

4.4

102 reviews

An Introduction To Machine Learning Miroslav Kubat instant download after payment.

Publisher: Springer
File Extension: PDF
File size: 4.06 MB
Author: Miroslav Kubat
ISBN: 9783319200095, 3319200097
Language: English
Year: 2015

Product desciption

An Introduction To Machine Learning Miroslav Kubat by Miroslav Kubat 9783319200095, 3319200097 instant download after payment.

This book presents basic ideas of machine learning in a way that is easy to understand, by providing hands-on practical advice, using simple examples, and motivating students with discussions of interesting applications. The main topics include Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, decision trees, neural networks, and support vector machines. Later chapters show how to combine these simple tools by way of “boosting,” how to exploit them in more complicated domains, and how to deal with diverse advanced practical issues. One chapter is dedicated to the popular genetic algorithms.
ISBN : 9783319200095

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