Data Mining & Predictive Analytics

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  • Engels
  • Hardcover
  • 9781118116197
  • 24 april 2015
  • 824 pagina's
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Samenvatting

Learn methods of data analysis and their application to real-world data sets This updated second edition serves as an introduction to data mining methods and models, including association rules, clustering, neural networks, logistic regression, and multivariate analysis.

Learn methods of data analysis and their application to real-world data sets

This updated second edition serves as an introduction to data mining methods and models, including association rules, clustering, neural networks, logistic regression, and multivariate analysis. The authors apply a unified “white box” approach to data mining methods and models. This approach is designed to walk readers through the operations and nuances of the various methods, using small data sets, so readers can gain an insight into the inner workings of the method under review. Chapters provide readers with hands-on analysis problems, representing an opportunity for readers to apply their newly-acquired data mining expertise to solving real problems using large, real-world data sets.

Data Mining and Predictive Analytics:

  • Offers comprehensive coverage of association rules, clustering, neural networks, logistic regression, multivariate analysis, and R statistical programming language
  • Features over 750 chapter exercises, allowing readers to assess their understanding of the new material
  • Provides a detailed case study that brings together the lessons learned in the book
  • Includes access to the companion website, www.dataminingconsultant, with exclusive password-protected instructor content

Data Mining and Predictive Analytics will appeal to computer science and statistic students, as well as students in MBA programs, and chief executives.

Productspecificaties

Inhoud

Taal
en
Bindwijze
Hardcover
Oorspronkelijke releasedatum
24 april 2015
Aantal pagina's
824
Illustraties
Nee

Betrokkenen

Hoofdauteur
Daniel T Larose
Tweede Auteur
Chantal D. Larose
Hoofduitgeverij
John Wiley & Sons Inc

Vertaling

Originele titel
Data Mining Methods and Models

Overige kenmerken

Editie
2
Extra groot lettertype
Nee
Product breedte
150 mm
Product hoogte
81 mm
Product lengte
250 mm
Studieboek
Ja
Verpakking breedte
150 mm
Verpakking hoogte
250 mm
Verpakking lengte
48 mm
Verpakkingsgewicht
1966 g

EAN

EAN
9781118116197

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