Secure, monitor, and optimize data storage and data processing →mediumMultiple ChoiceObjective-mapped
DP-203 Practice Question: Secure, monitor, and optimize data storage and data processing
You have an Azure Databricks workspace that processes sensitive data. The security team requires that all access to the workspace be authenticated using Microsoft Entra ID and that all API calls be audited. Which configuration 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
✓
Configure workspace to use Microsoft Entra ID authentication and enable diagnostic settings for audit logs.
It directly addresses both requirements: Microsoft Entra ID authentication ensures all access is authenticated via Entra ID, and enabling diagnostic settings captures audit logs for all API calls. Option B (VNet injection) provides network isolation, not authentication or auditing. Option C (Private Link) ensures private connectivity, not authentication or auditing. Option D (personal access tokens) bypasses Entra ID, and cluster logs do not capture API audit trails.
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 workspace to use Microsoft Entra ID authentication and enable diagnostic settings for audit logs.
Why this is correct
Entra ID authentication ensures identity-based access, and diagnostic settings capture API call logs.
- ✗
Enable VNet injection and configure network security groups.
Why it's wrong here
VNet injection provides network isolation but does not enforce Entra ID authentication or audit API calls.
- ✗
Deploy Azure Private Link and disable public access.
Why it's wrong here
Private Link secures network connectivity but does not enforce authentication or auditing.
- ✗
Configure personal access tokens for API access and enable cluster logs.
Why it's wrong here
Personal access tokens do not use Entra ID authentication.
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JA
Written by Johnson Ajibi, MSc IT Security
Senior Network & Security Engineer · founder of Courseiva
This DP-203 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the DP-203 exam.