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Book Cover
Book
Author Aragon, Cecilia Rodriguez, author

Title Human-centered data science : an introduction / Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller, and Gina Neff
Published Cambridge, Massachusetts : The MIT Press, [2022]

Copies

Location Call no. Vol. Availability
 GIFT CITY  005.7 Ara/Hcd  LIB USE ONLY
Description 185 s. : illustrations, charts ; 26 cm
Contents Data Science to Human-Centered Data Science -- The Data Science Cycle -- Interrogating Data Science -- Techniques and Tools for Data Science Models -- Human-Centered Approaches to Data Science Problems -- Human-Centered Data Science Methods -- Collaborations across and beyond Data Science -- Storytelling with Data -- The Future of Human-Centered Data Science
Summary Introduces the ethical dimensions of data science for undergraduates, masters students, and professionals"
Bibliography Includes bibliographical references and index
Subject Big data -- Moral and ethical aspects
Social indicators -- Data processing
Quantitative research -- Moral and ethical aspects
Information science
information science.
Information science
Author Guha, Shion, author
Kogan, Marina, author
Muller, Michael, (Data scientist), author
Neff, Gina, 1971-, author
LC no. 2021019747
ISBN 9780262543217
0262543214