Bibliograph

Human-centered data science, an introduction, Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller, and Gina Neff

Type

Label

Human-centered data science, an introduction, Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller, and Gina Neff

Language

eng

Bibliography note

Includes bibliographical references and index

Illustrations

illustrationscharts

Index

index present

Literary Form

non fiction

Main title

Human-centered data science

Nature of contents

bibliography

Oclc number

1249711205

Responsibility statement

Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller, and Gina Neff

Sub title

an introduction

Summary

"Introduces the ethical dimensions of data science for undergraduates, masters students, and professionals"--, Provided by publisher

Table Of 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

Classification