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Predictive Analytics eBook

Data Mining, Machine Learning And Data Science For Practitioners

by Dursun Delen
language: english
Publisher: PEARSON EDUCATION, December of 2020 ‧
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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''s holistic approach covers 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''s 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

Predictive Analytics

Data Mining, Machine Learning And Data Science For Practitioners

by Dursun Delen

Property Description
ISBN: 9780135946435
Publisher: PEARSON EDUCATION
Release Date: December of 2020
Language: English
Format: eBook
File Format and Compatibility:
Collection: Pearson Business Analytics Series
Categories: eBooks in English > Economics, Finance and Accounting > Economy
EAN: 9780135946435
Acessibilidade: Ver características de acessibilidade indicadas pelo editor

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