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Customer and Business Analytics

- Applied Data Mining for Business Decision Making Using R

  • Format
  • Bog, hardback
  • Engelsk

Beskrivelse

Customer and Business Analytics: Applied Data Mining for Business Decision Making Using R explains and demonstrates, via the accompanying open-source software, how advanced analytical tools can address various business problems. It also gives insight into some of the challenges faced when deploying these tools. Extensively classroom-tested, the text is ideal for students in customer and business analytics or applied data mining as well as professionals in small- to medium-sized organizations.

The book offers an intuitive understanding of how different analytics algorithms work. Where necessary, the authors explain the underlying mathematics in an accessible manner. Each technique presented includes a detailed tutorial that enables hands-on experience with real data. The authors also discuss issues often encountered in applied data mining projects and present the CRISP-DM process model as a practical framework for organizing these projects.

Showing how data mining can improve the performance of organizations, this book and its R-based software provide the skills and tools needed to successfully develop advanced analytics capabilities.

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Detaljer
  • SprogEngelsk
  • Sidetal316
  • Udgivelsesdato27-07-2017
  • ISBN139781138416512
  • Forlag Crc Press
  • FormatHardback
Størrelse og vægt
  • Vægt453 g
  • coffee cup img
    10 cm
    book img
    17,4 cm
    24,6 cm

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