Data science
By: John D. Kelleher and Brendan Tierney
Contributors: Tierney, Brendan, 1970- author
Series: The MIT Press essential knowledge series
Publisher: MIT Press
Published: 2018
Place of publication: Cambridge, USA
Language: eng
Format: e-book
Number of pages: 138
ISBN-13: 9780262535434
Copyright date: 2018
Subjects: Quantitative research; Machine learning; Big data; Data mining
First sentence: Data science encompasses a set of principles, problem definitions, algorithms, and processes for extracting nonobvious and useful patterns from large data sets.
Notes: Includes bibliographical references (pages 247-260) and index.
Table of contents: title: What is data science? --; title: What is data and what is a dataset? --; title: A data science ecosystem --; title: Machine learning 101 --; title: Standard data science tasks --; title: Privacy and ethics --; title: Future trends and principles of success.