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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

Building a mature data contracts-backed data culture

In this section, we’ll look at what to build as your data culture matures through the adoption of data contracts.

Data contracts should now be an explicit part of your organization’s strategy and architecture. You expect all useful data to be provided through data contracts, providing the interface and all the tooling to support that data.

We’ll have formalized the concept of data products within the organization, hiring data product managers to take on the responsibility of creating great data products that meet the requirements of the data consumers. As we discussed in Chapter 3, How To Get Adoption In Your Organization, by adopting a data product mindset and creating data products for the rest of your organization to consume, you increase the amount of accessible data you have available to drive business outcomes. With better data quality from the source, we reduce the time to insight and action, as...

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