• Media type: E-Book
  • Title: Probabilistic machine learning : an introduction
  • Contributor: Murphy, Kevin P. [VerfasserIn]
  • imprint: Cambridge, Massachusetts; London, England: The MIT Press, [2022]
  • Published in: Adaptive computation and machine learning series
  • Extent: 1 Online-Ressource (xxix, 825 pages)
  • Language: English
  • RVK notation: ST 300 : Allgemeines
    SK 800 : Wahrscheinlichkeitstheorie
    SK 840 : Spezielle statistische Verfahren
  • Keywords: Maschinelles Lernen > Statistik > Wahrscheinlichkeitstheorie
  • Origination:
  • Footnote: Includes bibliographical references and index
    Veränderlicher Inhalt. Diese Ressource unterliegt einer stetigen Weiterbearbeitung
  • Description: Probabilistic Machine Learning grew out of the author's 2012 book, Machine Learning: A Probabilistic Perspective. More than just a simple update, this is a completely new book that reflects the dramatic developments in the field since 2012, most notably deep learning.
  • Access State: Open Access
  • Rights information: Attribution - Non Commercial - No Derivs (CC BY-NC-ND)