9780136738510

Predictive Analytics

Format: Paperback

ISBN13: 9780136738510

Paperback|9780136738510


Overview

Use Predictive Analytics to Uncover Hidden Patterns and Correlations and Improve Decision-Making


Using predictive analytics techniques, decision-makers can uncover hidden patterns and correlations in their data and leverage these insights to improve many key business decisions. In this thoroughly updated guide, Dr. Dursun Delen illuminates state-of-the-art best practices for predictive analytics for both business professionals and students.


Delen provides a holistic approach covering key data mining processes and methods, relevant data management techniques, tools and metrics, advanced text and web mining, big data integration, and much more. Balancing theory and practice, Delen presents intuitive conceptual illustrations, realistic example problems, and real-world case studies--including lessons from failed projects. It is all designed to help you gain a practical understanding you can apply for profit.


* Leverage knowledge extracted via data mining to make smarter decisions
* Use standardized processes and workflows to make more trustworthy predictions
* Predict discrete outcomes (via classification), numeric values (via regression), and changes over time (via time-series forecasting)
* Understand predictive algorithms drawn from traditional statistics and advanced machine learning
* Discover cutting-edge techniques, and explore advanced applications ranging from sentiment analysis to fraud detection


ISBN-13

9780136738510

ISBN-10

0136738516

Weight

1.48 Pounds

Dimensions

5.95 x 1.10 x 8.90 In

List Price

$49.99

Edition

2nd Edition

Format

Paperback

Language

English

Pages

448 pages

Publisher

Pearson FT Press

Published On

2020-12-21



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