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An Introduction to Machine Learning
Af: Miroslav Kubat Engelsk Hardback
SPAR
kr 184
An Introduction to Machine Learning
Af: Miroslav Kubat Engelsk Hardback

This textbook offers a comprehensive introduction to Machine Learning techniques and algorithms. This Third Edition covers newer approaches that have become highly topical, including deep learning, and auto-encoding, introductory information about temporal learning and hidden Markov models, and a much more detailed treatment of reinforcement learning. The book is written in an easy-to-understand manner with many examples and pictures, and with a lot of practical advice and discussions of simple applications. 

The main topics include Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, decision trees, rule-induction programs, artificial neural networks, support vector machines, boosting algorithms, unsupervised learning (including Kohonen networks and auto-encoding), deep learning, reinforcement learning, temporal learning (including long short-term memory), hidden Markov models, and the genetic algorithm. Special attention is devoted to performance evaluation, statistical assessment, and to many practical issues ranging from feature selection and feature construction to bias, context, multi-label domains, and the problem of imbalanced classes.

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This textbook offers a comprehensive introduction to Machine Learning techniques and algorithms. This Third Edition covers newer approaches that have become highly topical, including deep learning, and auto-encoding, introductory information about temporal learning and hidden Markov models, and a much more detailed treatment of reinforcement learning. The book is written in an easy-to-understand manner with many examples and pictures, and with a lot of practical advice and discussions of simple applications. 

The main topics include Bayesian classifiers, nearest-neighbor classifiers, linear and polynomial classifiers, decision trees, rule-induction programs, artificial neural networks, support vector machines, boosting algorithms, unsupervised learning (including Kohonen networks and auto-encoding), deep learning, reinforcement learning, temporal learning (including long short-term memory), hidden Markov models, and the genetic algorithm. Special attention is devoted to performance evaluation, statistical assessment, and to many practical issues ranging from feature selection and feature construction to bias, context, multi-label domains, and the problem of imbalanced classes.

Produktdetaljer
Sprog: Engelsk
Sider: 458
ISBN-13: 9783030819347
Indbinding: Hardback
Udgave:
ISBN-10: 3030819345
Udg. Dato: 27 sep 2021
Længde: 35mm
Bredde: 231mm
Højde: 270mm
Oplagsdato: 27 sep 2021
Forfatter(e): Miroslav Kubat
Forfatter(e) Miroslav Kubat


Kategori Matematik til informatikfag


Sprog Engelsk


Indbinding Hardback


Sider 458


Udgave


Længde 35mm


Bredde 231mm


Højde 270mm

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