Data Mining for Business Analytics Concepts Techniques and Applications in R 1st Edition by Galit 9781118879337 1118879333

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Product details:

• ISBN 10: 1118879333
• ISBN 13: 9781118879337
• Author: Galit 

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.

Table contents:

Part I Preliminaries

Part II Data Exploration and Dimension Reduction

Part III Performance Evaluation

Part IV Prediction and Classification Methods

Part V Mining Relationships Among Records

Part VI Forecasting Time Series

Part VII Data Analytics

Part VIII Cases

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