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Introduction to Machine Learning

Name: Introduction to Machine Learning
Brand: Springer International Publishing AG
SKU: 15193290
Price: 24140 HUF
Availability: InStock
Author: Miroslav Kubat
ISBN: 9783319348865

Miroslav Kubat

Language

English

Book Paperback

Libristo code: 15193290

Publishers Springer International Publishing AG, October 2016

This book presents basic ideas of machine learning in a way that is easy to understand, by providing... Full description

Libristo code: 15193290

161 b

24 140 Ft

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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.