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Human-Centered Data Science by Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller and Gina Neff
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Human-Centered Data Science by Cecilia Aragon, Shion Guha, Marina Kogan, Michael Muller and Gina Neff
Paperback $35.00
Mar 01, 2022 | ISBN 9780262543217

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  • Mar 01, 2022 | ISBN 9780262367592

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Product Details

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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