Predictive analytics : data mining, machine learning and data science for practitioners / Dursun Delen.

By:

Delen, Dursun [author.]

Material type: Text

TextLanguage: English Series: Pearson Business Analytics seriesPublisher: Hoboken : Pearson Education, Inc., 2021Edition: Second editionDescription: xv, 421 pages : illustrations (chiefly color) ; 23 cmISBN:

9780136738510

Subject(s):

Contents:

Introduction to analytics | Introduction to predictive analytics and data mining | Standardized processes for predictive analytics | Data and methods for predictive analytics | Advanced topics in predictive modeling | Text analytics, topic modeling, and sentiment analysis | Big data for predictive analytics | Deep learning and cognitive computing.

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"-- Provided by publisher.

Holdings ( 2 )
Title notes ( 2 )

Holdings
Item type	Current library	Call number	Copy number	Status	Date due	Barcode
Book	TBS Barcelona Libre acceso	HD38.7 DEL (Browse shelf(Opens below))	1	Available		B02774
Book	TBS Barcelona Libre acceso	HD38.7 DEL (Browse shelf(Opens below))	2	Available		B02775

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"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"-- Provided by publisher.