Data Mining for Business Analytics

  • Author : Galit Shmueli
  • Publsiher : John Wiley & Sons
  • Release : 05 November 2019
  • ISBN : 9781119549840
  • Page : 608 pages
  • Rating : 4/5 from 21 voters

Download or read online book entitled Data Mining for Business Analytics written by Galit Shmueli and published by John Wiley & Sons. This book was released on 05 November 2019 with total page 608 pages. Available in PDF, EPUB and Kindle. Get best books that you want by click Get Book Button and Read as many books as you like. Book Excerpt : Data Mining for Business Analytics: Concepts, Techniques, and Applications in Python presents an applied approach to data mining concepts and methods, using Python software for illustration Readers will learn how to implement a variety of popular data mining algorithms in Python (a free and open-source software) to tackle business problems and opportunities. This is the sixth version of this successful text, and the first using Python. It covers both statistical and machine learning algorithms for prediction, classification, visualization, dimension reduction, recommender systems, clustering, text mining and network analysis. It also includes: A new co-author, Peter Gedeck, who brings both experience teaching business analytics courses using Python, and expertise in the application of machine learning methods to the drug-discovery process A new section on ethical issues in data mining Updates and new material based on feedback from instructors teaching MBA, undergraduate, diploma and executive courses, and from their students More than a dozen case studies demonstrating applications for the data mining techniques described End-of-chapter exercises that help readers gauge and expand their comprehension and competency of the material presented A companion website with more than two dozen data sets, and instructor materials including exercise solutions, PowerPoint slides, and case solutions Data Mining for Business Analytics: Concepts, Techniques, and Applications in Python is an ideal textbook for graduate and upper-undergraduate level courses in data mining, predictive analytics, and business analytics. This new edition is also an excellent reference for analysts, researchers, and practitioners working with quantitative methods in the fields of business, finance, marketing, computer science, and information technology. “This book has by far the most comprehensive review of business analytics methods that I have ever seen, covering everything from classical approaches such as linear and logistic regression, through to modern methods like neural networks, bagging and boosting, and even much more business specific procedures such as social network analysis and text mining. If not the bible, it is at the least a definitive manual on the subject.” —Gareth M. James, University of Southern California and co-author (with Witten, Hastie and Tibshirani) of the best-selling book An Introduction to Statistical Learning, with Applications in R

Data Mining for Business Analytics

Data Mining for Business Analytics
Author: Galit Shmueli,Peter C. Bruce,Peter Gedeck,Nitin R. Patel
Publisher: John Wiley & Sons
Relase: 2019-11-05
ISBN: 9781119549840
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Data Mining for Business Analytics

Data Mining for Business Analytics
Author: Galit Shmueli,Peter C. Bruce,Nitin R. Patel
Publisher: John Wiley & Sons
Relase: 2016-04-18
ISBN: 9781118729274
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Data Mining and Business Analytics with R

Data Mining and Business Analytics with R
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Publisher: John Wiley & Sons
Relase: 2013-05-28
ISBN: 9781118572153
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Real World Data Mining

Real World Data Mining
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Publisher: FT Press
Relase: 2014-12-16
ISBN: 9780133551112
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Customer and Business Analytics
Author: Daniel S. Putler,Robert E. Krider
Publisher: CRC Press
Relase: 2015-09-15
ISBN: 9781498759700
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RapidMiner

RapidMiner
Author: Markus Hofmann,Ralf Klinkenberg
Publisher: CRC Press
Relase: 2016-04-19
ISBN: 9781498759861
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Integration of Data Mining in Business Intelligence Systems

Integration of Data Mining in Business Intelligence Systems
Author: Azevedo, Ana
Publisher: IGI Global
Relase: 2014-09-30
ISBN: 9781466664784
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Data Mining for Business Intelligence

Data Mining for Business Intelligence
Author: Galit Shmueli,Nitin R. Patel,Peter C. Bruce
Publisher: Wiley-Interscience
Relase: 2007
ISBN: UCSC:32106019118766
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Getting Started with Business Analytics

Getting Started with Business Analytics
Author: David Roi Hardoon,Galit Shmueli
Publisher: CRC Press
Relase: 2013-03-26
ISBN: 9781439896549
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Business Intelligence and Data Mining

Business Intelligence and Data Mining
Author: Anil Maheshwari
Publisher: Business Expert Press
Relase: 2014-12-31
ISBN: 9781631571213
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Customer and Business Analytics

Customer and Business Analytics
Author: Daniel S. Putler
Publisher: CRC Press
Relase: 2017-07-03
ISBN: 1138416517
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Integration Challenges for Analytics Business Intelligence and Data Mining

Integration Challenges for Analytics  Business Intelligence  and Data Mining
Author: Azevedo, Ana,Santos, Manuel Filipe
Publisher: IGI Global
Relase: 2020-12-11
ISBN: 9781799857839
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Data Mining for Business Applications

Data Mining for Business Applications
Author: Longbing Cao,Philip S. Yu,Chengqi Zhang,Huaifeng Zhang
Publisher: Springer Science & Business Media
Relase: 2008-10-03
ISBN: 9780387794204
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Business Intelligence in Plain Language

Business Intelligence in Plain Language
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Publisher: CreateSpace
Relase: 2013-05-21
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Relase: 2016-12-30
ISBN: 1138197009
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