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An Introduction to Machine Learning

- 2015

af


An Introduction to Machine Learning
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  • Bog, hardback (kr. 369,95) (kr. 369,95)
    • kr. 489,95
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    • 24%
    Format:
    Bog, hardback
    Udgivelsesdato:
    18-07-2015
    Sprog:
    Engelsk
    Sidetal:
    291
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    1. Beskrivelse

      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. 1 Hardback 2 Illustrations, color; 69 Illustrations, black and white; XIII, 291 p. 71 illus., 2 illus. in color.

      Andre udgaver:

      Bog, hardback
      Bog, hæftet

    2. Yderligere info
      ISBN13:
      9783319200095
      Vægt:
      625 g
      Dybde:
      19 mm
      Bredde:
      155 mm
      Højde:
      235 mm
      Format:
      Hardback
      Udgave:
      1st ed. 2015
      • Bibliotekernes beskrivelse

        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.

    3. Anmeldelser

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