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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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Toc

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

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

architectural review board (ARB) 238

artificial intelligence (AI)-driven large language models (LLMs) 277

Attacama DQ Analyzer tool

reference link 143

Azure Active Directory group 156

B

bad data

detailed definition 5, 6

versus perfect data 6, 7

bad data, causes 16

lack, of data culture 16

merger and acquisition scenarios 18

process speed, prioritizing over data governance 16, 17

bad data quality, impact 7

analytics impact 12, 13

compliance impacts 13-15

data differentiation impacts 15

efficiency impact 9-11

process impact 9-11

qualitative 9

quantification 8, 9

reporting impact 12, 13

best practices 257, 270, 271

data quality, including in organization-wide education program 264, 265

data quality, managing at source 258-260...

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