- A
Define Azure Policy initiatives to enforce classification on all storage accounts.
Why wrong: Incorrect: Azure Policy can enforce tags but not data classification within storage.
- B
Use Azure Sentinel to classify data as it is ingested.
Why wrong: Incorrect: Azure Sentinel is for security information and event management (SIEM), not data classification.
- C
Create custom sensitivity labels in Microsoft Purview Information Protection and apply them to data sources.
Correct: Sensitivity labels help enforce protection policies and are used in monitoring.
- D
Integrate Azure Purview with Microsoft Defender for Cloud Apps to monitor access to sensitive data.
Correct: Defender for Cloud Apps can detect anomalous access to sensitive data labeled by Purview.
- E
Set up automated scanning in Azure Purview to discover and classify sensitive data.
Correct: Automated scans identify sensitive data patterns and apply classifications.
DP-203 Practice Question: Secure, monitor, and optimize data storage and data processing
This DP-203 practice question tests your understanding of secure, monitor, and optimize data storage and data processing. Match the stated requirement to the specific cloud service, access model, or configuration option — many options are valid in isolation but not for this scenario. After answering, compare your reasoning against the explanation and wrong-answer breakdown below. Once you have made your selection, read the full explanation to reinforce the concept and understand why each distractor is designed to mislead on exam day.
Your organization uses Azure Purview for data governance. You need to ensure that sensitive data is properly classified and that access to it is monitored. Which THREE actions should you take? (Choose three.)
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
Create custom sensitivity labels in Microsoft Purview Information Protection and apply them to data sources.
The correct answers are C, D, and E. Creating custom sensitivity labels in Microsoft Purview Information Protection (option C) allows data to be tagged with sensitivity levels. Integrating Azure Purview with Microsoft Defender for Cloud Apps (option D) provides monitoring of access to sensitive data. Automated scanning in Azure Purview (option E) discovers and classifies data automatically. Option A is incorrect because Azure Policy is used for governance and compliance enforcement, not for data classification or monitoring. Option B is incorrect because Azure Sentinel is a security information and event management (SIEM) solution, not a data classification tool.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Define Azure Policy initiatives to enforce classification on all storage accounts.
Why it's wrong here
Incorrect: Azure Policy can enforce tags but not data classification within storage.
- ✗
Use Azure Sentinel to classify data as it is ingested.
Why it's wrong here
Incorrect: Azure Sentinel is for security information and event management (SIEM), not data classification.
- ✓
Create custom sensitivity labels in Microsoft Purview Information Protection and apply them to data sources.
Why this is correct
Correct: Sensitivity labels help enforce protection policies and are used in monitoring.
Related concept
Read the scenario before looking for a memorised answer.
- ✓
Integrate Azure Purview with Microsoft Defender for Cloud Apps to monitor access to sensitive data.
Why this is correct
Correct: Defender for Cloud Apps can detect anomalous access to sensitive data labeled by Purview.
Related concept
Read the scenario before looking for a memorised answer.
- ✓
Set up automated scanning in Azure Purview to discover and classify sensitive data.
Why this is correct
Correct: Automated scans identify sensitive data patterns and apply classifications.
Related concept
Read the scenario before looking for a memorised answer.
Common exam traps
Common exam trap: answer the scenario, not the keyword
Many certification questions include familiar terms but test a specific constraint. Read the exact wording before choosing an answer that is generally true but wrong for this case.
Detailed technical explanation
How to think about this question
This question should be treated as a scenario, not a definition check. Identify the problem, the constraint and the best action. Then compare each option against those facts.
KKey Concepts to Remember
- Read the scenario before looking for a memorised answer.
- Find the constraint that changes the correct option.
- Eliminate answers that are true in general but not in this case.
- Use explanations to understand the rule behind the answer.
TExam Day Tips
- Underline the problem statement mentally.
- Watch for words such as best, first, most likely and least administrative effort.
- Review why wrong options are wrong, not only why the correct option is correct.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
How this comes up in practice
A media company stores terabytes of video archives that are accessed once a year for audit purposes. Moving these objects to a cold storage tier (Azure Archive, S3 Glacier, or Google Nearline) costs a fraction of hot storage. Questions like this test whether you understand storage tiers, access frequency tradeoffs, and retrieval latency requirements.
What to study next
Got this wrong? Here's your next step.
Identify which DP-203 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
- →
Secure, monitor, and optimize data storage and data processing — study guide chapter
Learn the concepts, then practise the questions
- →
Secure, monitor, and optimize data storage and data processing practice questions
Targeted practice on this topic area only
- →
All DP-203 questions
851 questions across all exam domains
- →
Microsoft Azure Data Engineer Associate DP-203 study guide
Full concept coverage aligned to exam objectives
- →
DP-203 practice test guide
How to use practice tests most effectively before exam day
Related practice questions
Related DP-203 practice-question pages
Use these pages to review the topic behind this question. This is how one missed question becomes focused revision.
Secure, monitor, and optimize data storage and data processing practice questions
Practise DP-203 questions linked to Secure, monitor, and optimize data storage and data processing.
Design and develop data processing practice questions
Practise DP-203 questions linked to Design and develop data processing.
Design and implement data security practice questions
Practise DP-203 questions linked to Design and implement data security.
Monitor and optimize data storage and processing practice questions
Practise DP-203 questions linked to Monitor and optimize data storage and processing.
Design and implement data storage practice questions
Practise DP-203 questions linked to Design and implement data storage.
Develop data processing practice questions
Practise DP-203 questions linked to Develop data processing.
DP-203 fundamentals practice questions
Practise DP-203 questions linked to DP-203 fundamentals.
DP-203 scenario practice questions
Practise DP-203 questions linked to DP-203 scenario.
DP-203 troubleshooting practice questions
Practise DP-203 questions linked to DP-203 troubleshooting.
Practice this exam
Start a free DP-203 practice session
Short sessions build daily habit. Longer sessions build exam-day stamina. Try a timed session to simulate real conditions.
FAQ
Questions learners often ask
What does this DP-203 question test?
Secure, monitor, and optimize data storage and data processing — This question tests Secure, monitor, and optimize data storage and data processing — Read the scenario before looking for a memorised answer..
What is the correct answer to this question?
The correct answer is: Create custom sensitivity labels in Microsoft Purview Information Protection and apply them to data sources. — The correct answers are C, D, and E. Creating custom sensitivity labels in Microsoft Purview Information Protection (option C) allows data to be tagged with sensitivity levels. Integrating Azure Purview with Microsoft Defender for Cloud Apps (option D) provides monitoring of access to sensitive data. Automated scanning in Azure Purview (option E) discovers and classifies data automatically. Option A is incorrect because Azure Policy is used for governance and compliance enforcement, not for data classification or monitoring. Option B is incorrect because Azure Sentinel is a security information and event management (SIEM) solution, not a data classification tool.
What should I do if I get this DP-203 question wrong?
Identify which DP-203 exam domain this question belongs to, then review the specific concept being tested. Practise related questions in that domain and focus on understanding why each wrong answer is tempting — not just why the correct answer is right.
What is the key concept behind this question?
Read the scenario before looking for a memorised answer.
About these practice questions
Courseiva creates original exam-style practice questions with explanations and wrong-answer analysis. It does not publish real exam questions, exam dumps, or protected exam content. Learn why practice questions differ from exam dumps →
Keep practising
More DP-203 practice questions
- You are designing a data storage solution for IoT sensor data. The data is written thousands of times per second and req…
- A data processing job in Azure Synapse Analytics writes results to a table in the dedicated SQL pool. After a failure, t…
- A multinational corporation uses Azure Data Lake Storage Gen2 to store petabytes of parquet files partitioned by date an…
- A company ingests streaming data from IoT devices into Azure Event Hubs. The data must be processed in near real-time to…
- Which THREE factors should be considered when choosing between Azure Stream Analytics and Azure Databricks for a real-ti…
- You are designing a data lake on Azure Data Lake Storage Gen2. The data will be used by both batch processing (Spark) an…
Last reviewed: Jun 21, 2026
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.
Question Discussion
Share a tip, memory trick, or ask about the reasoning behind this question. Do not post real exam questions, leaked content, braindumps, or copyrighted exam material. Comments are moderated and may be removed without notice.
Sign in to join the discussion.