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9780136738510

Predictive Analytics Data Mining, Machine Learning and Data Science for Practitioners

  • ISBN 13:

    9780136738510

  • ISBN 10:

    0136738516

  • Edition: 2nd
  • Format: Paperback
  • Copyright: 10/30/2020
  • Publisher: Pearson FT Press

Note: Not guaranteed to come with supplemental materials (access cards, study guides, lab manuals, CDs, etc.)

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Summary

Using predictive analytics techniques, decision-makers can uncover hidden patterns and correlations in their data, and leverage this insight to improve a wide range of business decisions. In Predictive Analytics: Data Mining, Machine Learning and Data Science for Practitioners , Dr. Dursun Delen illuminates state-of-the-art best practices for predictive analytics for both business professionals and students. Delen’s holistic approach covers all this, and more:
  • Data mining processes, methods, and techniques
  • The role and management of data
  • Predictive analytics tools and metrics
  • Techniques for text and web mining, and for sentiment analysis
  • Integration with cutting-edge Big Data approaches
Throughout, Delen promotes understanding by presenting numerous conceptual illustrations, motivational success stories, failed projects that teach important lessons, and simple, hands-on tutorials that set this guide apart from competitors.

Author Biography

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Table of Contents

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