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Driving Data Quality with Data Contracts

You're reading from   Driving Data Quality with Data Contracts A comprehensive guide to building reliable, trusted, and effective data platforms

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Product type Paperback
Published in Jun 2023
Publisher Packt
ISBN-13 9781837635009
Length 206 pages
Edition 1st Edition
Languages
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Author (1):
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Andrew Jones Andrew Jones
Author Profile Icon Andrew Jones
Andrew Jones
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Table of Contents (16) Chapters Close

Preface 1. Part 1: Why Data Contracts?
2. Chapter 1: A Brief History of Data Platforms FREE CHAPTER 3. Chapter 2: Introducing Data Contracts 4. Part 2: Driving Data Culture Change with Data Contracts
5. Chapter 3: How to Get Adoption in Your Organization 6. Chapter 4: Bringing Data Consumers and Generators Closer Together 7. Chapter 5: Embedding Data Governance 8. Part 3: Designing and Implementing a Data Architecture Based on Data Contracts
9. Chapter 6: What Makes Up a Data Contract 10. Chapter 7: A Contract-Driven Data Architecture 11. Chapter 8: A Sample Implementation 12. Chapter 9: Implementing Data Contracts in Your Organization 13. Chapter 10: Data Contracts in Practice 14. Index 15. Other Books You May Enjoy

Why we need data governance

We’ll start by discussing what we mean by data governance, what it covers, and why it is needed. Once we have a shared understanding, we’ll look at how we can promote effective data governance through data contracts, and finish by discussing the roles and responsibilities involved.

There are many definitions of data governance, and organizations implement it in different ways. Broadly, it is a combination of people, processes, standards, and technology that supports and promotes data that is accessible, usable, accurate, consistent, secure, and compliant.

The following diagram illustrates the data requirements supported by data governance using a combination of different programs:

Figure 5.1 – Data requirements supported by the different data governance programs

Figure 5.1 – Data requirements supported by the different data governance programs

To gain a better understanding of what data governance is and why we need it, let’s explore the following topics in more detail:

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