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Data Quality Fundamentals David Loshin Knowledge Integrity, Inc. www.knowledgeintegrity.com 2010 Knowledge Integrity, Inc. www.knowledgeintegrity.com (301)7546350 1 Agenda The Data Quality Program
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What is data quality fundamentals?
Data quality fundamentals refer to the basic principles and standards that ensure the accuracy, completeness, consistency, and reliability of data.
Who is required to file data quality fundamentals?
All organizations that handle and manage data are required to file data quality fundamentals.
How to fill out data quality fundamentals?
Data quality fundamentals can be filled out by assessing the data processes, implementing quality control measures, and documenting data quality standards.
What is the purpose of data quality fundamentals?
The purpose of data quality fundamentals is to maintain data integrity, improve decision-making, and enhance organizational efficiency.
What information must be reported on data quality fundamentals?
Data quality fundamentals typically require reporting on data governance practices, data validation procedures, data quality metrics, and data improvement initiatives.
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