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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

Getting started with data contracts

In this section, we’re going to look at exactly how to get started with implementing data contracts in your organization. We’ll learn how to identify a use case, prove the concept, and build the minimum required tooling.

The first step is to decide on your key objective(s) for implementing data contracts in your organization. What are the problems you want to solve first, and why are they important to the business?

This could be improving the dependability and performance of your data pipelines, maybe because you are seeing that users are losing trust in the data they are being provided and lack confidence in using it to support their decision-making. Or, it could be you want to make your data more accessible and easier to use in business-critical applications, including machine learning applications, as the development and successful deployment of those applications form an important part of the business goals.

Whatever it...

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