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Larose, Daniel T.

Data Mining and Predictive Analytics

Larose, Daniel T. - Data Mining and Predictive Analytics, ebook

148,45€

Ebook, ePUB with Adobe DRM
ISBN: 9781118868706
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Printing247 pages with an additional page accrued every 3 hours, capped at 247 pages
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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, Second Edition:

  • 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.com, with exclusive password-protected instructor content

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

Keywords: Statistics;clustering algorithms;R statistical programming; multivariate analysis;data analysis; predictive modelling;linear regression;decision tree;Bayesian probability;cost-benefit analysis; kohonen networks; big-data tools, Data Mining Statistics, General Finance & Investments, Data Mining Statistics, General Finance & Investments

Author(s)
Publisher
John Wiley and Sons, Inc.
Publication year
2015
Language
en
Edition
2
Series
Wiley Series on Methods and Applications in Data Mining
Page amount
824 pages
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (ePUB)
9781118868706
Printed ISBN
9781118116197

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