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Practical Data Quality

You're reading from   Practical Data Quality Learn practical, real-world strategies to transform the quality of data in your organization

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Product type Paperback
Published in Sep 2023
Publisher Packt
ISBN-13 9781804610787
Length 318 pages
Edition 1st Edition
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Author (1):
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Robert Hawker Robert Hawker
Author Profile Icon Robert Hawker
Robert Hawker
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Table of Contents (16) Chapters Close

Preface 1. Part 1 – Getting Started
2. Chapter 1: The Impact of Data Quality on Organizations FREE CHAPTER 3. Chapter 2: The Principles of Data Quality 4. Chapter 3: The Business Case for Data Quality 5. Chapter 4: Getting Started with a Data Quality Initiative 6. Part 2 – Understanding and Monitoring the Data That Matters
7. Chapter 5: Data Discovery 8. Chapter 6: Data Quality Rules 9. Chapter 7: Monitoring Data Against Rules 10. Part 3 – Improving Data Quality for the Long Term
11. Chapter 8: Data Quality Remediation 12. Chapter 9: Embedding Data Quality in Organizations 13. Chapter 10: Best Practices and Common Mistakes 14. Index 15. Other Books You May Enjoy

Continuing the data quality journey

Chapter 2 showed that data quality work usually takes place through multiple iterations of a cyclical process. We have just described the final step in that process – the transition to business as usual.

The next step is to return to the beginning again (apologies to anyone who thought that they were finished!) and start to scope further data quality work in a new initiative.

This section describes how this can be approached.

Roadmap of data quality initiatives

A single data quality initiative (as described in Chapters 3 to 8) will include a range of different people – from project managers to data quality rule developers. These initiative-based resources will typically leave the organization or return to their original roles when the initiative ends. If there is only ever a need for one initiative, then this is fine, but if it is expected that many initiatives will be needed, then this adds additional cost to the next initiative...

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