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2 The Data Science Project
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Howard Steven Friedman
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Chapters in this book
- Frontmatter i
- CONTENTS vii
- Acknowledgments ix
- Introduction 1
- 1 Tools of the Trade 8
- 2 The Data Science Project 32
- 3 Data Science Foundations 54
- 4 Making Decisions with Data 89
- 5 Clustering, Segmenting, and Cutting Through the Noise 117
- 6 Building Your First Model 134
- 7 Tools for Machine Learning 161
- 8 Pulling It Together 179
- 9 Ethics 209
- Conclusion 229
- Notes 235
- Index 255
Chapters in this book
- Frontmatter i
- CONTENTS vii
- Acknowledgments ix
- Introduction 1
- 1 Tools of the Trade 8
- 2 The Data Science Project 32
- 3 Data Science Foundations 54
- 4 Making Decisions with Data 89
- 5 Clustering, Segmenting, and Cutting Through the Noise 117
- 6 Building Your First Model 134
- 7 Tools for Machine Learning 161
- 8 Pulling It Together 179
- 9 Ethics 209
- Conclusion 229
- Notes 235
- Index 255
