Książka Introduction to Machine Learning Miroslav Kubat

Introduction to Machine Learning

Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 5-8 dni
209.87
This book presents basic ideas of machine learning in a way that is easy to understand, by providing...

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2016
strony
291
EAN
9783319348865
ISBN
3319348868
Enbook ID
15193290
Waga
4686
Wymiary
155 x 235 x 15

Pełny opis

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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