What you'll learn

Trusted data needs expectations that can be measured and maintained. In this course, Define Data Quality Requirements, you will gain the ability to define measurable data quality requirements that connect business expectations to technical validation. First, you will explore how consumers, decisions, business processes, risk, and critical data elements shape requirements. Next, you will discover how rules, thresholds, tolerances, freshness, availability, and response expectations make trust measurable. Finally, you will learn how ownership, review cycles, versioning, and reusable scorecards or data contracts keep requirements maintainable. When you are finished with this course, you will have the skills and knowledge of measurable data quality requirements needed to guide controls, monitoring, and accountability.