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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

Implementing Data Contracts in Your Organization

In this chapter, we’ll look at how to implement data contracts in your organization. We’ll discuss how to get started with your implementation by identifying a strong use case and using it to prove the concept. We’ll also look at the minimal data contract implementation you need to support that proof of concept.

Next, we’ll build on that and discuss how to migrate the rest of your datasets to data contracts and consider a couple of approaches to doing that. That will lead to more data contracts being created. And that, with the increased distribution of ownership, means we’ll need to provide some services to help with the discovery of data contracts, so we’ll look at what those services are and why they are needed. Finally, we’ll look at what is required to build a mature data contracts-backed data culture.

As with any introduction of a new approach and architecture to an organization...

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