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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

Index

As this ebook edition doesn't have fixed pagination, the page numbers below are hyperlinked for reference only, based on the printed edition of this book.

A

Ansible

URL 121

Apache Avro

URL 84

Apache Flink

URL 173

Apache Hadoop 6

Apache Kafka® Performance

reference link 171

Artificial Intelligence (AI) 71

autonomy

promoting, through decentralization 104-106

promoting, with GoCardless 101-104

B

Benthos

reference link 173

big data platform 6-8

BigQuery schema

creating, from data contract 125

BigQuery table

Pulumi, using to create and manage 125-128

business-critical applications

increasing, usage of data 17, 19

C

change data capture (CDC) 10, 30, 51, 98, 147, 148

Confluent schema registry

used, for registering schema 132, 133

consumer-driven contracts 29

Continuous Integration (CI) 87, 108

contract-driven data architecture

principles 107

self-served data infrastructure...

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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.

See other products by Andrew Jones

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