Real-World Data Mining

Real-World Data Mining
Author: Dursun Delen
Publisher: FT Press
Total Pages: 289
Release: 2014-12-16
Genre: Business & Economics
ISBN: 0133551113

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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.


Real-world Data Mining
Language: en
Pages: 289
Authors: Dursun Delen
Categories: Business & Economics
Type: BOOK - Published: 2015 - Publisher: Pearson Education

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As business becomes increasingly complex and global, decision-makers must act more rapidly and accurately, based on the best available evidence. Modern data min
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Data mining applications range from commercial to social domains, with novel applications appearing swiftly; for example, within the context of social networks.
Data Mining Solutions
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Cutting-edge data mining techniques and tools for solving your toughest analytical problems Data Mining Solutions In down-to-earth language, data mining experts
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Data Mining Applications with R is a great resource for researchers and professionals to understand the wide use of R, a free software environment for statistic
Data Mining
Language: en
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Authors: Ian H. Witten
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This book offers a thorough grounding in machine learning concepts combined with practical advice on applying machine learning tools and techniques in real-worl