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
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"
