DQ-001
Data Quality Monitoring
MEDIUMData QualityMedium Complexity2-4 hours
Description
Implement data quality monitoring using Databricks Lakehouse Monitoring and expectations to continuously validate data freshness, completeness, accuracy, and schema conformance across your lakehouse
Prerequisites
- →Unity Catalog enabled
- →Tables registered in Unity Catalog
- →SQL warehouse or serverless compute available for monitoring
Impact Analysis
Security
Improves security posture
30%
Compliance
Meets compliance requirements
60%
Complexity
Implementation complexity
40%
Cost
Resource cost impact
15%
Required Permissions
Catalog Owner or Schema Owner