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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’ve started to see how data contracts are much more than a technical architecture with tooling to support it. They’re a vessel for driving change in the data culture to one that invests in its data in order to deliver better business outcomes.

We introduced the two major roles involved, data generators and data consumers, and how they both need to change in order to achieve this goal.

Data consumers need to be clear about the value they can generate with data and why it’s in the best interest of the organization to invest in quality data. We gave practical advice on how they can articulate the value of data.

Data generators need to buy into this and take on more ownership and responsibility for this data. They need to start building data products that meet the needs of the consumers and the wider organization. We discussed exactly how they build these products and finished the chapter by walking through a simple example that...

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