Data Mining and Predictive Analytics (Wiley Series on Methods and Applications in Data Mining)

ISBN-13: 9781118116197

ISBN-10: 1118116194

Author: Daniel T. Larose, Chantal D. Larose

Edition: 2

Publication date:
2015
Publisher:
Wiley
Format:
Hardcover 824 pages
Category:
Engineering, Database
Rating:
 
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Summary

Acknowledged author Daniel T. Larose wrote Data Mining and Predictive Analytics (Wiley Series on Methods and Applications in Data Mining) comprising 824 pages back in 2015. Textbook and etextbook are published under ISBN 1118116194 and 9781118116197. Since then Data Mining and Predictive Analytics (Wiley Series on Methods and Applications in Data Mining) textbook received total rating of 3.5 stars and was available to sell back to BooksRun online for the top buyback price or rent at the marketplace.


Description

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.