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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

Data Contracts in Practice

In this final chapter, we’ll look at working with data contracts in practice, on a day-to-day basis. We’ll start by looking at how to design a data contract, breaking that down into four easy steps that, through strong collaboration between the data generators and the data consumers, will lead to a data contract being deployed to production.

Next, we’ll look at enforcing and monitoring these data contracts. This includes the data contract definition itself, the quality of the data, and the performance and dependability of the data. We’ll provide solutions that guarantee the quality of the data through the data contract.

Finally, we’ll look at how best to publish data to a data contract. This can be more complex than it sounds as there are a few things you need to consider when publishing the data if it needs a high level of consistency between the source system and the data contract. We’ll describe a few implementation...

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