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DATA MINING FOR BUSINESS ANALYTICS: CONCEPTS, TECHNIQUES, AND APPLICATIONS WITH XLMINER

Data Mining for Business Analytics: Concepts, Techniques, and Applications in XLMiner®, Third Edition presents an applied approach to data mining and predictive analytics with clear exposition, hands-on exercises, and real-life case studies. 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, the Third Edition also includes:

Real-world examples to build a theoretical and practical understanding of key data mining methods
End-of-chapter exercises that help readers better understand the presented material
Data-rich case studies to illustrate various applications of data mining techniques
Completely new chapters on social network analysis and text mining
A companion site with additional data sets, instructors material that include solutions to exercises and case studies, and Microsoft PowerPoint® slides https://www.dataminingbook.com
Free 140-day license to use XLMiner for Education software
Data Mining for Business Analytics: Concepts, Techniques, and Applications in XLMiner®, Third Edition is an ideal textbook for upper-undergraduate and graduate-level courses as well as professional programs on data mining, predictive modeling, and Big Data analytics. The new edition is also a unique reference for analysts, researchers, and practitioners working with predictive analytics in the fields of business, finance, marketing, computer science, and information technology.

Availability
10013056006.312 SHM d 3rdRLC MM (Rak Buku Wajib)Available
10013059006.312 SHM d 3rdRLC MM (Rak Buku Wajib)Available
Detail Information
Series Title
-
Statement of Responsibility
Call Number
006.312 SHM d 3rd
Publisher
New Jersey : John Wiley & Sons.,
Collation
xxxi, 514 p. : ill. ; 25 cm.
Language
English
ISBN/ISSN
978-1-118-72927-4
Classification
006.312
Content Type
-
Edition
3rd. ed.
Subject(s)
Buku Wajib
Spreadsheet Books
Data Mining
Database Storage & Design
Specific Detail Info
-
Other version/related

No other version available

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