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Answer: Use Databricks Unity Catalog to manage data assets, applying fine-grained access controls and auditing access logs.
The correct answer is **C. Use Databricks Unity Catalog to manage data assets, applying fine-grained access controls and auditing access logs.** This method is the most effective for ensuring compliance within a Databricks workspace. It offers centralized management of data assets, precise access controls, and comprehensive auditing capabilities, which are essential for meeting regulatory requirements. - **Option A** focuses on user access management but lacks the granularity needed for data governance. - **Option B**, while useful for broader data governance across Azure services, may not provide the specific controls required within Databricks. - **Option D** is inefficient and prone to errors due to its reliance on manual processes. Databricks Unity Catalog stands out as the optimal solution for enforcing strict data governance policies efficiently and effectively.
Author: LeetQuiz Editorial Team
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To ensure compliance with industry regulations, you need to enforce a strict data governance policy in your Databricks workspace. Which approach best guarantees adherence to data access, retention, and privacy standards?
A
Rely on Azure Active Directory conditional access policies to manage user access to the Databricks workspace.
B
Implement Azure Purview for data governance across Databricks and other Azure services, ensuring policy consistency.
C
Use Databricks Unity Catalog to manage data assets, applying fine-grained access controls and auditing access logs.
D
Manually review and approve all access requests to sensitive data stored in Delta Lake, logging decisions in a spreadsheet.
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