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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

Identifying the right people for your team

Just like any other initiative in the workplace, the success or failure of data quality work depends on the people on the team. It depends on their skills, knowledge, motivation, and their ability to work as a team. With the growth of the data governance discipline over the last 20 years, there are now many skilled individuals in the marketplace. The challenge is bringing people together who have the right mix of these skills and properly supporting and motivating them.

A data quality initiative usually has an enhanced team (in terms of size) for the implementation phase, which requires the entry of people into the organization. When the implementation phase settles into business as usual, members of the team who are employed on a contingent basis (either as contractors or consultants) usually leave, or move on to the next initiative. It is therefore key to ensure that the people who are brought into longer-term roles are given the appropriate...

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