Data Mining for Business Analytics (Innbundet)

Concepts, Techniques, and Applications in R


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Forfatter: , , , , og
Innbinding: Innbundet
Utgivelsesår: 2017
Antall sider: 576
Forlag: John Wiley & Sons Inc
Språk: Engelsk
ISBN/EAN: 9781118879368
Omtale Data Mining for Business Analytics
Data Mining for Business Analytics: Concepts, Techniques, and Applications in R presents an applied approach to data mining concepts and methods, using R software for illustration

Readers will learn how to implement a variety of popular data mining algorithms in R (a free and open-source software) to tackle business problems and opportunities.

This is the fifth version of this successful text, and the first using R. 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:

Two new co-authors, Inbal Yahav and Casey Lichtendahl, who bring both expertise teaching business analytics courses using R, and data mining consulting experience in business and government

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 R 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.

Til toppen

Flere bøker av Galit Shmueli, Nitin R. Patel, Inbal Yahav, Peter C. Bruce, Lichtendahl og Luis Torgo: