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An introduction to machine learning / Miroslav Kubat

By: Material type: TextTextPublisher: Cham, Switzerland : Springer, ©2021Edition: 3rd editionDescription: xviii, 458 pages : illustrations, charts, photographs ; 25 cmContent type:
  • text
Media type:
  • unmediated
Carrier type:
  • volume
ISBN:
  • 9783030819347
Subject(s): Summary: 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
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Item type Current library Call number Status Date due Barcode
General General ATU Dublin Road General Shelves 006.3 KUB (Browse shelf(Opens below)) Available J155980

Includes bibliographic references and index

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

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