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Data science

Author: John D Kelleher; Brendan Tierney
Publisher: Cambridge, MA : The MIT Press, [2018] ©2018
Series: MIT Press essential knowledge series.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges.
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Genre/Form: Electronic books
Additional Physical Format: Print version:
Kelleher, John D., 1974-
Data science.
Cambridge, MA : The MIT Press, [2018]
(DLC) 2017043665
(OCoLC)1004086902
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: John D Kelleher; Brendan Tierney
ISBN: 9780262347020 0262347024 9780262347037 0262347032
OCLC Number: 1031090826
Description: 1 online resource (xi, 264 pages) : illustrations
Contents: What is data science? --
What is data and what is a dataset? --
The data science ecosystem --
Machine learning 101 --
Standard data science tasks --
Privacy and ethics --
Future trends and principles of success.
Series Title: MIT Press essential knowledge series.
Responsibility: John D. Kelleher and Brendan Tierney.

Abstract:

A concise introduction to the emerging field of data science, explaining its evolution, relation to machine learning, current uses, data infrastructure issues, and ethical challenges.  Read more...

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