Question 569 of 760
DP-203 Practice Question: Secure, monitor, and optimize data storage and data processing
Your Azure Databricks workspace contains sensitive customer data. You need to ensure that only users with a specific Microsoft Entra ID role can access the workspace, and all access must be logged and monitored. You also need to audit data access at the table level. What should you implement?
Answer choices
Why each option matters
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
✓
Enable Unity Catalog and assign the Databricks workspace to use Entra ID as the identity provider. Configure audit logs for the workspace
Azure Databricks with Unity Catalog provides fine-grained access control at the table level and integrates with Entra ID for authentication, and audit logs capture access events. Option A is wrong because SCIM provisioning only syncs users, not access control. Option B is wrong because IP access lists control network access, not data access. Option D is wrong because Microsoft Defender XDR is for security monitoring across Microsoft 365, not specifically for Databricks table-level auditing.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Configure SCIM provisioning to sync the Entra ID group to Databricks and assign the group to the workspace
Why it's wrong here
SCIM syncs users but does not provide table-level access control or logging.
- ✗
Set up IP access lists to restrict workspace access to the corporate network and enable diagnostic logs
Why it's wrong here
IP access lists control network access, not identity-based access or table-level auditing.
- ✓
Enable Unity Catalog and assign the Databricks workspace to use Entra ID as the identity provider. Configure audit logs for the workspace
Why this is correct
Unity Catalog supports fine-grained access control and audit logging, integrated with Entra ID.
- ✗
Use Microsoft Defender XDR to monitor access to the Databricks workspace
Why it's wrong here
Defender XDR does not provide table-level auditing for Databricks.
Visual reference
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Last reviewed: Jun 21, 2026
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