Machine Learning

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This tutorial text gives a unifying perspective on machine learning by covering both probabilistic and deterministic approaches -which are based on optimization techniques – together with the Bayesian inference approach, whose essence lies in the use of a hierarchy of probabilistic models.The book presents the major machine learning methods as they have been developed in different disciplines, suc...
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epub
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60.99 £
This tutorial text gives a unifying perspective on machine learning by covering both probabilistic and deterministic approaches -which are based on optimization techniques – together with the Bayesian inference approach, whose essence lies in the use of a hierarchy of probabilistic models.The book presents the major machine learning methods as they have been developed in different disciplines, suc...
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  • Formats: epub
  • ISBN: 9780128017227
  • Publication Date: 2 Apr 2015
  • Publisher: Elsevier Science
  • Product language: English
  • Drm Setting: DRM