Predictive Analytics: Data Mining, Machine Learning and Data Science for Practitioners, 2nd Edition [electronic resource] / Delen, Dursun.

Format:

Book

Author/Creator:

Delen, Dursun, author.

Language:

English

Physical Description:

1 online resource (410 pages)

Edition:

1st edition

Place of Publication:

FT Press, 2020.

System Details:

text file

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.

Notes:

Online resource; Title from title page (viewed December 23, 2020)