Data Mining and Predictive Analytics

Data Mining and Predictive Analytics
Author :
Publisher : John Wiley & Sons
Total Pages : 827
Release :
ISBN-10 : 9781118868676
ISBN-13 : 1118868676
Rating : 4/5 (76 Downloads)

Book Synopsis Data Mining and Predictive Analytics by : Daniel T. Larose

Download or read book Data Mining and Predictive Analytics written by Daniel T. Larose and published by John Wiley & Sons. This book was released on 2015-02-19 with total page 827 pages. Available in PDF, EPUB and Kindle. Book excerpt: 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.


Data Mining and Predictive Analytics Related Books

Data Mining and Predictive Analytics
Language: en
Pages: 827
Authors: Daniel T. Larose
Categories: Computers
Type: BOOK - Published: 2015-02-19 - Publisher: John Wiley & Sons

DOWNLOAD EBOOK

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 mo
Predictive Analytics and Data Mining
Language: en
Pages: 447
Authors: Vijay Kotu
Categories: Computers
Type: BOOK - Published: 2014-11-27 - Publisher: Morgan Kaufmann

DOWNLOAD EBOOK

Put Predictive Analytics into ActionLearn the basics of Predictive Analysis and Data Mining through an easy to understand conceptual framework and immediately p
Predictive Analytics, Data Mining and Big Data
Language: en
Pages: 241
Authors: S. Finlay
Categories: Business & Economics
Type: BOOK - Published: 2014-07-01 - Publisher: Springer

DOWNLOAD EBOOK

This in-depth guide provides managers with a solid understanding of data and data trends, the opportunities that it can offer to businesses, and the dangers of
Predictive Data Mining
Language: en
Pages: 244
Authors: Sholom M. Weiss
Categories: Computers
Type: BOOK - Published: 1998 - Publisher: Morgan Kaufmann

DOWNLOAD EBOOK

This book is the first technical guide to provide a complete, generalized road map for developing data-mining applications, together with advice on performing t
Commercial Data Mining
Language: en
Pages: 361
Authors: David Nettleton
Categories: Computers
Type: BOOK - Published: 2014-01-29 - Publisher: Elsevier

DOWNLOAD EBOOK

Whether you are brand new to data mining or working on your tenth predictive analytics project, Commercial Data Mining will be there for you as an accessible re