(eBook PDF) Data Mining for Business Analytics: Concepts, Techniques, and Applications with XLMiner 3rd Edition

(eBook PDF) Data Mining for Business Analytics: Concepts, Techniques, and Applications with XLMiner 3rd Edition – Digital Ebook – Instant Delivery Download

Product details:

• ISBN-10 ‏ : ‎ 1118729277
• ISBN-13 ‏ : ‎ 978-1118729274
• Author: Galit Shmueli (Author), Peter C. Bruce (Author), Nitin R. Patel (Author)

Readers will work with all of the standard data mining methods using the Microsoft® Office Excel® add-in XLMiner® to develop predictive models and learn how to obtain business value from Big Data.

Featuring updated topical coverage on text mining, social network analysis, collaborative filtering, ensemble methods, uplift modeling and more.

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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