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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

Product type Paperback

Published in Jun 2023

Publisher Packt

ISBN-13 9781837635009

Length 206 pages

Edition 1st Edition

Languages

Python

Tools

Azure Data Factory

Concepts

Data Engineering

Author (1):

Andrew Jones

View More author details

Table of Contents (16) Chapters

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

Why subscribe?

15. Other Books You May Enjoy

Further reading

For more information on the topics covered in this chapter, please see the following resources:

Madsen, L. (2019). Disrupting Data Governance: A Call to Action. Technics Publications
Eryurek, E. Gilad, U. Lakshmanan, V. Kibunguchy-Grant, A. Ashdown, J. (2021). Data Governance: The Definitive Guide. O’Reilly Media, Inc.
The European Union’s draft Artificial Intelligence Act: https://eur-lex.europa.eu/legal-content/EN/TXT/HTML/?uri=CELEX:52021PC0206&from=EN
How Europe is leading the world in building guardrails around AI by Kelvin Chan: https://apnews.com/article/tech-ai-artificial-intelligence-europe-eu-15ac394679519084478e15217c156abc
Tide’s Story of GDPR Compliance: Embedding Privacy into Automated Processes: https://humansofdata.atlan.com/2023/02/tide-gdpr-automated-privacy/
Data Governance, but Make It a Team Sport by Maggie Hays: https://towardsdatascience.com/data-governance-but-make-it-a-team-sport-30dc0164fb7c...

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Authors (1)

Andrew Jones

Andrew Jones

Andrew Jones is a Principal Engineer, author, and a Google Developer Expert. He has over 15 years' experience in the industry, with the first half primarily as a software engineer before moving into the data platform and data engineering space. He thinks a lot about how to build platforms - particularly data platforms - that drive the creation of business value. His work on building performant, efficient, and well governed data platforms that facilitate the production and consumption of quality data led him to coining and defining data contracts, and in 2023 he authored the seminal book on the topic, Driving Data Quality with Data Contracts. Andrew is a regular speaker and writer, and passionate about helping organizations get the most value from data.

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