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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

Summary

In this chapter, we looked at what data governance is and discussed why the effective governance of data is critical. This is particularly important when we look at how we handle our data and manage the risks associated with that. But data governance is more than managing risk, and when done well can help promote a data-driven culture in your organization.

We then looked at how, with data contracts, we can embed our data governance alongside the data. This ensures the classifications and other metadata are correct, accurate, and kept up to date as the data evolves. That metadata can also be used to drive tooling and services to support the effective management and handling of our data, ideally by automating a lot of it away.

With that in place, we’re able to assign the responsibility of data governance to the data generators. They are the best placed to carry out that task, as only they have the full context of the data, what it contains, and why we are generating...

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