Data Mining for Business Analytics

Concepts, Techniques, and Applications with JMP Pro

Nonfiction, Science & Nature, Mathematics, Statistics
Cover of the book Data Mining for Business Analytics by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel, Wiley
View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart
Author: Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel ISBN: 9781118877524
Publisher: Wiley Publication: May 11, 2016
Imprint: Wiley Language: English
Author: Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
ISBN: 9781118877524
Publisher: Wiley
Publication: May 11, 2016
Imprint: Wiley
Language: English

Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro® presents an applied and interactive approach to data mining.

Featuring hands-on applications with JMP Pro®, 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® 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® 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.

View on Amazon View on AbeBooks View on Kobo View on B.Depository View on eBay View on Walmart

Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro® presents an applied and interactive approach to data mining.

Featuring hands-on applications with JMP Pro®, 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® also includes:

Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro® 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.

More books from Wiley

Cover of the book Mauerwerk Kalender 2013 by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
Cover of the book Nonlinear Time Series Analysis by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
Cover of the book Bovine Surgery and Lameness by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
Cover of the book Fluorescent Analogs of Biomolecular Building Blocks by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
Cover of the book The Innovative University by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
Cover of the book Mastering Windows Server 2012 R2 by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
Cover of the book Crystal Reports 10 For Dummies by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
Cover of the book Living Memory by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
Cover of the book Advanced Healthcare Materials by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
Cover of the book Cosmopolitanism and International Relations Theory by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
Cover of the book Autodesk 3ds Max 2014 Bible by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
Cover of the book Coaching Into Greatness by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
Cover of the book How to Reach and Teach Children with Challenging Behavior (K-8) by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
Cover of the book Multi-armed Bandit Allocation Indices by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
Cover of the book Bergman's Comprehensive Encyclopedia of Human Anatomic Variation by Galit Shmueli, Peter C. Bruce, Mia L. Stephens, Nitin R. Patel
We use our own "cookies" and third party cookies to improve services and to see statistical information. By using this website, you agree to our Privacy Policy