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005    20200110021536.3 
006    m     o  d         
007    cr cn          
008    200415s2015    xx      o           eng   
020    |z9781118116197 
020    |z9781118868706 
020    |z1118116194 
020    |z9781118116197 
024 8  9781118868706 
035    (CaSebORM)9781118868706 
041 0  eng 
100 1  Larose, Chantal,|eauthor. 
245 10 Data Mining and Predictive Analytics, 2nd Edition
       |h[O'Reilly electronic resource] /|cLarose, Chantal. 
250    2nd edition 
264  1 |bWiley,|c2015. 
300    1 online resource (824 pages) 
336    text|btxt|2rdacontent 
337    computer|bc|2rdamedia 
338    online resource|bcr|2rdacarrier 
347    text file 
365    |b139.95 
520    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 , with 
       exclusive password-protected instructor content Data 
       Mining and Predictive Analytics, Second Edition will 
       appeal to computer science and statistic students, as well
       as students in MBA programs, and chief executives. 
533    Electronic reproduction.|bBoston, MA :|cSafari,|nAvailable
       via World Wide Web.|d2015. 
538    Mode of access: World Wide Web. 
542    |fCopyright © Wiley|g2015 
550    Made available through: Safari, an O’Reilly Media Company.
588 00 Online resource; Title from title page (viewed March 16, 
       2015) 
655  7 Electronic books.|2local 
700 1  Larose, Daniel,|eauthor. 
710 2  Safari, an O’Reilly Media Company. 
856 40 |zConnect to this resource online|uhttps://
       ezproxy.naperville-lib.org/login?url=https://
       learning.oreilly.com/library/view/-/9781118868706/?ar