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Decision making and analytics : an overview of business intelligence, analytics and decision -- Foundations and technologies for decision making -- Data warehousing -- Business reporting, visual analytics and business performance -- Predictive analytics : data mining -- Techniqu…
This text provides the only comprehensive, up-to-date guide to today's revolutionary management support system technologies, and showcases how they can be used for better decision-making. This edition focuses on Business Intelligence (BI) and analytics for enterprise decision su…
Presenting an applied approach to data mining concepts and methods, using R software for illustration, this book provides a dozen case studies demonstrating applications for the data mining techniques described. --
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 op…
« 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 an…
Presenting an applied approach to data mining concepts and methods, using R software for illustration, this book provides a dozen case studies demonstrating applications for the data mining techniques described. --
Overview of the data mining process -- Data visualization -- Dimension reduction -- Evaluating predictive performance -- Multiple linear regression -- k-Nearest Neighbors (kNN) -- The Naive Bayes classifier -- Classification and regression trees -- Logistic regression -- Neural …