Real-World Data Mining: Applied Business Analytics and Decision Making
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Use the latest data mining best practices to enable timely, actionable, evidence-based decision making throughout your organization Real-World Data Mining demystifies current best practices, showing how to use data mining to uncover hidden patterns and correlations, and leverage these to improve all aspects of business performance. Drawing on extensive experience as a researcher, practitioner, and instructor, Dr. Dursun Delen delivers an optimal balance of concepts, techniques and applications. Without compromising either simplicity or clarity, he provides enough technical depth to help readers truly understand how data mining technologies work. Coverage includes: processes, methods, techniques, tools, and metrics; the role and management of data; text and web mining; sentiment analysis; and Big Data integration. Throughout, Delen's conceptual coverage is complemented with application case studies (examples of both successes and failures), as well as simple, hands-on tutorials. Real-World Data Mining will be valuable to professionals on analytics teams; professionals seeking certification in the field; and undergraduate or graduate students in any analytics program: concentrations, certificate-based, or degree-based.
Format:Hardcover
Language:English
ISBN:0133551075
ISBN13:9780133551075
Release Date:January 1
Publisher:Pearson FT Press
Length:288 Pages
Weight:1.19 lbs.
Dimensions:0.8" x 6.1" x 9.5"
Related Subjects
Business Business & Investing Computers Computers & Technology Economics Engineering TechnologyCustomer Reviews
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