Books & Videos

Table of Contents

  1. Preface

  2. Chapter 1 Why Data Science Initiatives Fail

  3. Chapter 2 Understanding Data Science

  4. Chapter 3 Demystifying Value

  5. Chapter 4 Overview of the Model

  6. Chapter 5 Overview of the Process

  7. Chapter 6 Step 1: Rewrite Strategy

  8. Chapter 7 Step 2: Model the Mechanics

  9. Chapter 8 Step 3: Model Machine Learning

  10. Chapter 9 Step 4: Model Analysis and Validate Model

  11. Chapter 10 Step 5: Data Science Filter

  12. Chapter 11 Conclusion