Data Quality and Testing Flashcards
6 cards from real Databricks Certified Data Engineer Associate practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.
Read the first 6 Data Quality and Testing flashcards as text
Which metric best measures Data Quality and Testing effectiveness?
Answer: Domain-specific KPIs aligned with defined objectives
Effectiveness of Data Quality and Testing is best measured through KPIs that align with defined objectives.
How does Data Quality and Testing handle change management?
Answer: Through controlled processes that assess impact before changes
Changes to Data Quality and Testing should follow controlled processes with proper impact assessment.
What documentation is essential for Data Quality and Testing?
Answer: Policies, procedures, guidelines, and records of decisions
Essential Data Quality and Testing documentation includes policies, procedures, guidelines, and decision records.
How does Data Quality and Testing contribute to continuous improvement?
Answer: Through regular assessment, feedback loops, and iterative enhancement
Continuous improvement in Data Quality and Testing comes from regular assessment and iterative enhancement cycles.
What is the relationship between Data Quality and Testing and security?
Answer: Data Quality and Testing includes security considerations as an integral component
Security is an integral part of Data Quality and Testing, ensuring that implementations are protected and compliant.
How should Data Quality and Testing be prioritized against competing organizational needs?
Answer: Based on risk assessment and business impact analysis
Prioritization of Data Quality and Testing should be based on risk assessment and business impact.