Description - Data Mining for Business Analytics by Galit Shmueli
Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro (R) presents an applied and interactive approach to data mining.
Featuring hands-on applications with JMP Pro (R), a statistical package from the SAS Institute, the book
uses engaging, real-world examples to build a theoretical and practical understanding of key data mining methods, especially predictive models for classification and prediction. Topics include data visualization, dimension reduction techniques, clustering, linear and logistic regression, classification and regression trees, discriminant analysis, naive Bayes, neural networks, uplift modeling, ensemble models, and time series forecasting.
Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro (R) also includes:
Detailed summaries that supply an outline of key topics at the beginning of each chapter
End-of-chapter examples and exercises that allow readers to expand their comprehension of the presented material
Data-rich case studies to illustrate various applications of data mining techniques
A companion website with over two dozen data sets, exercises and case study solutions, and slides for instructors www.dataminingbook.com
Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro (R) is an excellent textbook for advanced undergraduate and graduate-level courses on data mining, predictive analytics, and business analytics. The book is also a one-of-a-kind resource for data scientists, analysts, researchers, and practitioners working with analytics in the fields of management, finance, marketing, information technology, healthcare, education, and any other data-rich field.
Buy Data Mining for Business Analytics by Galit Shmueli from Australia's Online Independent Bookstore, Boomerang Books.
(272mm x 179mm x 30mm)
John Wiley & Sons Inc
Publisher: John Wiley & Sons Inc
Country of Publication:
Other Editions - Data Mining for Business Analytics by Galit Shmueli
Book Reviews - Data Mining for Business Analytics by Galit Shmueli
» Have you read this book? We'd like to know what you think about it - write a review about Data Mining for Business Analytics book by Galit Shmueli and you'll earn 50c in Boomerang Bucks loyalty dollars (you must be a Boomerang Books Account Holder - it's free to sign up and there are great benefits!)
A Preview for this title is currently not available.