Items related to Predictive Analytics: Data Mining, Machine Learning...

Predictive Analytics: Data Mining, Machine Learning and Data Science for Practitioners (Pearson Business Analytics Series) - Softcover

 
9780136738510: Predictive Analytics: Data Mining, Machine Learning and Data Science for Practitioners (Pearson Business Analytics Series)

Synopsis

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

"synopsis" may belong to another edition of this title.

About the Author

Dr. Dursun Delen is an internationally renowned expert in business analytics, data science, and machine learning. He is often invited to national and international conferences to deliver keynote presentations on topics related to data/text mining, business intelligence, decision support systems, business analytics, data science, and knowledge management. Prior to his appointment as a professor at Oklahoma State University in 2001, Dr. Delen worked for industry for more than 10 years, developing and delivering business analytics solutions to companies. His most recent industrial work was at a privately owned applied research and consulting company, Knowledge Based Systems, Inc. (KBSI), in College Station, Texas, as a research scientist. During his five years at KBSI, Dr. Delen led a number of projects related to decision support systems, enterprise engineering, information systems development, and advanced business analytics that were funded by private industry and federal agencies, including several branches of the Department of Defense, NASA, National Science Foundation, National Institute for Standards and Technology, and the Department of Energy. Today, in addition to his academic endeavors, Dr. Delen provides professional education and consulting services to businesses in assessing their analytics, data science, and information system needs and helping them develop state-of-the-art computerized decision support systems.



In his current academic position, Dr. Delen holds the William S. Spears Endowed Chair in Business Administration and the Patterson Family Endowed Chair in Business Analytics, and he is the director of research for the Center for Health Systems Innovation and regents' professor of management science and information systems in the Spears School of Business at Oklahoma State University. He has published more than 150 peer-reviewed research articles that have appeared in major journals, including Journal of Business Research, Journal of Business Analytics, Decision Sciences Journal, Decision Support Systems, Communications of the ACM, Computers & Operations Research, Annals of Operations Research, Computers in Industry, Journal of Production Operations Management, Artificial Intelligence in Medicine, Journal of the American Medical Informatics Association, Expert Systems with Applications, Renewable and Sustainable Energy Reviews, Energy, and Renewable Energy, among others. He has also authored and coauthored 11 books and textbooks in the broad area of business analytics, data science, and business intelligence.


Dr. Delen regularly chairs tracks and minitracks at various business analytics and information systems conferences. Currently, he is the editor-in-chief for the Journal of Business Analytics and AI in Business (in Frontiers in Artificial Intelligence), senior editor for the Journal of Decision Support Systems, Decision Sciences, and Journal of Business Research, associate editor for Decision Analytics, International Journal of Information and Knowledge Management, and International Journal of RF Technologies, and is on the editorial boards of several other academic journals. He has been the recipient of several research and teaching awards, including the prestigious Fulbright scholar, regents' distinguished teacher and researcher, president's outstanding researcher, and Big Data mentor awards.

"About this title" may belong to another edition of this title.

  • PublisherPearson FT Press
  • Publication date2020
  • ISBN 10 0136738516
  • ISBN 13 9780136738510
  • BindingPaperback
  • LanguageEnglish
  • Edition number2
  • Number of pages448

Buy Used

Condition: Very Good
Very Good. Used with some reading...
View this item

US$ 6.00 shipping within U.S.A.

Destination, rates & speeds

Search results for Predictive Analytics: Data Mining, Machine Learning...

Stock Image

Delen, Dursun
Published by Pearson FT Press, 2020
ISBN 10: 0136738516 ISBN 13: 9780136738510
Used paperback

Seller: Book Alley, Pasadena, CA, U.S.A.

Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

paperback. Condition: Very Good. Very Good. Used with some reading wear and minor creasing to pages but is still in great reading condition. No markings in text. Seller Inventory # mon0000731470

Contact seller

Buy Used

US$ 46.85
Convert currency
Shipping: US$ 6.00
Within U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Delen Dursun
Published by Pearson FT Press, 2020
ISBN 10: 0136738516 ISBN 13: 9780136738510
New Softcover

Seller: Follow Books, SOUTHFIELD, MI, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. New Book. Seller Inventory # 0136738516-TUX

Contact seller

Buy New

US$ 66.26
Convert currency
Shipping: FREE
Within U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Delen, Dursun
Published by Pearson FT Press, 2020
ISBN 10: 0136738516 ISBN 13: 9780136738510
New Softcover

Seller: INDOO, Avenel, NJ, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. Seller Inventory # 9780136738510

Contact seller

Buy New

US$ 66.27
Convert currency
Shipping: FREE
Within U.S.A.
Destination, rates & speeds

Quantity: 20 available

Add to basket

Stock Image

0
Published by Pearson FT Press, 2020
ISBN 10: 0136738516 ISBN 13: 9780136738510
New Softcover

Seller: Basi6 International, Irving, TX, U.S.A.

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: Brand New. New. US edition. Expediting shipping for all USA and Europe orders excluding PO Box. Excellent Customer Service. Seller Inventory # ABEJUNE24-638

Contact seller

Buy New

US$ 66.38
Convert currency
Shipping: FREE
Within U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Delen, Dursun
Published by Prentice-Hall, 2020
ISBN 10: 0136738516 ISBN 13: 9780136738510
New Softcover

Seller: Books Puddle, New York, NY, U.S.A.

Seller rating 4 out of 5 stars 4-star rating, Learn more about seller ratings

Condition: New. pp. 350. Seller Inventory # 26377267500

Contact seller

Buy New

US$ 69.75
Convert currency
Shipping: US$ 3.99
Within U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Delen, Dursun
Published by Prentice-Hall, 2020
ISBN 10: 0136738516 ISBN 13: 9780136738510
New Softcover

Seller: Majestic Books, Hounslow, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. pp. 350. Seller Inventory # 369826547

Contact seller

Buy New

US$ 68.02
Convert currency
Shipping: US$ 8.83
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Delen, Dursun
Published by Ft Pr, 2020
ISBN 10: 0136738516 ISBN 13: 9780136738510
New Paperback

Seller: Revaluation Books, Exeter, United Kingdom

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Paperback. Condition: Brand New. 421 pages. 9.00x5.75x1.00 inches. In Stock. Seller Inventory # 0136738516

Contact seller

Buy New

US$ 65.36
Convert currency
Shipping: US$ 13.58
From United Kingdom to U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket

Stock Image

Delen, Dursun
Published by Prentice-Hall, 2020
ISBN 10: 0136738516 ISBN 13: 9780136738510
New Softcover

Seller: Biblios, Frankfurt am main, HESSE, Germany

Seller rating 5 out of 5 stars 5-star rating, Learn more about seller ratings

Condition: New. pp. 350. Seller Inventory # 18377267494

Contact seller

Buy New

US$ 76.56
Convert currency
Shipping: US$ 11.40
From Germany to U.S.A.
Destination, rates & speeds

Quantity: 1 available

Add to basket