Human-Centered Data Science
By Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller and Gina Neff
By Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller and Gina Neff
By Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller and Gina Neff
By Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller and Gina Neff
Category: Science & Technology
Category: Science & Technology
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$35.00
Mar 01, 2022 | ISBN 9780262543217
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Mar 01, 2022 | ISBN 9780262367592
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Table Of Contents
Acknowledgments ix
1 Data Science to Human-Centered Data Science 1
2 The Data Science Cycle 13
3 Interrogating Data Science 31
4 Techniques and Tools for Data Science Models 51
5 Human-Centered Approaches to Data Science Problems 75
6 Human-Centered Data Science Methods 93
7 Collaborations across and beyond Data Science 115
8 Storytelling with Data 129
9 The Future of Human-Centered Data Science 147
Glossary 153
References 163
Index 179
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