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
How does Data Quality and Testing deliver business value?
Answer: By reducing risk, improving efficiency, and enabling informed decisions
Data Quality and Testing delivers business value through risk reduction, efficiency gains, and informed decision-making.
What is the governance framework for Data Quality and Testing?
Answer: Defined roles, responsibilities, policies, and accountability structures
Governance for Data Quality and Testing includes defined roles, responsibilities, policies, and accountability.
How should Data Quality and Testing be communicated to stakeholders?
Answer: Regular updates with clear, actionable information and metrics
Stakeholder communication about Data Quality and Testing should be regular with clear, actionable information.
What emerging trends are affecting Data Quality and Testing?
Answer: Technology advances, increased automation, and evolving industry practices
Technology advances and evolving practices continuously shape how Data Quality and Testing is approached.
How is Data Quality and Testing tested or validated in practice?
Answer: Through regular testing, audits, and structured validation exercises
Data Quality and Testing should be regularly tested and validated through appropriate exercises and audits.
What scalability considerations apply to Data Quality and Testing?
Answer: Maintaining quality and consistency as scope and complexity grow
Scaling Data Quality and Testing requires maintaining quality and consistency across growing environments.