Introduction to Machine Learning

Name: Introduction to Machine Learning
Brand: Springer International Publishing AG
SKU: 9783319348865
Price: 1120 CZK
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Autor: Miroslav Kubat

Jazyk:

Vazba: Brožovaná

Vydavatel: Springer International Publishing AG

Dostupnost: Skladem u dodavatele

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

Informace o knize

Autor

Miroslav Kubat

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2016

Stránek

291

EAN

9783319348865

ISBN

3319348868

Enbook ID

15193290

Vydavatel

Springer International Publishing AG

Hmotnost

4686

Rozměry

155 x 235 x 15

Kompletní popis

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.

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Introduction to Machine Learning

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