Contents

Chapters in this book

1. Frontmatter I
2. Acknowledgments VII
3. About the Author IX
4. Contents XI
5. Introduction XVII
6. Part 1: Big Data Overview
7. Chapter 1 Introduction to Big Data 3
8. Chapter 2 Enterprise Data Governance Directive 24
9. Part 2: Big Data Governance Fundamentals
10. Chapter 3 Data Risk Management 39
11. Chapter 4 NoSQL Storage and Security Considerations 58
12. Chapter 5 The Key Components of Big Data Governance 64
13. Chapter 6 Big Data Governance Framework 73
14. Chapter 7 Master Data Management 80
15. Chapter 8 Big Data Governance Rules: Best Practices 99
16. Chapter 9 Big Data Governance Best Practices 104
17. Chapter 10 Big Data Governance Framework Program 120
18. Part 3: Big Data and Model Risk Management
19. Chapter 11 Why Data and Model Risk Management? 143
20. Summary 151
21. Index 153