By Galit Shmueli,Peter C. Bruce,Mia L. Stephens,Nitin R. Patel
Data Mining for enterprise Analytics: innovations, options, and functions with JMP Pro® offers an utilized and interactive method of info mining.
Featuring hands-on functions with JMP Pro®, a statistical package deal from the SAS Institute, the book
uses enticing, real-world examples to construct a theoretical and sensible knowing of key info mining equipment, specifically predictive types for type and prediction. themes comprise facts visualization, measurement aid strategies, clustering, linear and logistic regression, category and regression bushes, discriminant research, naive Bayes, neural networks, uplift modeling, ensemble versions, and time sequence forecasting.
Data Mining for company Analytics: strategies, innovations, and functions with JMP seasoned® additionally includes:
- Detailed summaries that offer an overview of key issues at first of every chapter
- End-of-chapter examples and workouts that permit readers to extend their comprehension of the awarded material
- Data-rich case reviews to demonstrate numerous functions of knowledge mining techniques
- A significant other web site with over dozen facts units, workouts and case examine recommendations, and slides for instructors
Data Mining for company Analytics: strategies, concepts, and purposes with JMP Pro® is a superb textbook for complex undergraduate and graduate-level classes on info mining, predictive analytics, and enterprise analytics. The ebook is additionally a special source for information scientists, analysts, researchers, and practitioners operating with analytics within the fields of administration, finance, advertising and marketing, info expertise, healthcare, schooling, and the other data-rich field.
Galit Shmueli, PhD, is extraordinary Professor at nationwide Tsing Hua University’s Institute of provider technological know-how. She has designed and recommended info mining classes considering the fact that 2004 at college of Maryland, Statistics.com, Indian college of industrial, and nationwide Tsing Hua collage, Taiwan. Professor Shmueli is understood for her study and instructing in company analytics, with a spotlight on statistical and information mining tools in info platforms and healthcare. She has authored over 70 magazine articles, books, textbooks, and ebook chapters, together with facts Mining for company Analytics: recommendations, innovations, and purposes in XLMiner®, 3rd version, additionally released by means of Wiley.
Peter C. Bruce is President and founding father of the Institute for facts schooling at www.statistics.com He has written a number of magazine articles and is the developer of Resampling Stats software program. he's the writer of Introductory records and Analytics: A Resampling viewpoint and co-author of knowledge Mining for company Analytics: innovations, options, and purposes in XLMiner ®, 3rd version, either released by way of Wiley.
Mia Stephens is educational Ambassador at JMP®, a department of SAS Institute. sooner than becoming a member of SAS, she was once an accessory professor of information on the collage of latest Hampshire and a founding member of the North Haven staff LLC, a statistical education and consulting corporation. She is the co-author of 3 different books, together with visible Six Sigma: Making info research Lean, moment version, additionally released through Wiley.
Nitin R. Patel, PhD, is Chairman and cofounder of Cytel, Inc., established in Cambridge, Massachusetts. A Fellow of the yank Statistical organization, Dr. Patel has additionally served as a traveling Professor on the Massachusetts Institute of expertise and at Harvard collage. he's a Fellow of the pc Society of India and used to be a professor on the Indian Institute of administration, Ahmedabad, for 15 years. he's co-author of knowledge Mining for company Analytics: ideas, recommendations, and purposes in XLMiner®, 3rd version, additionally released via Wiley.
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Data Mining for Business Analytics: Concepts, Techniques, and Applications with JMP Pro by Galit Shmueli,Peter C. Bruce,Mia L. Stephens,Nitin R. Patel