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.
You need to monitor the health of your Azure Data Factory pipelines and set up alerts for failures. Which Azure service should you use to collect and analyze pipeline run logs?
Azure Purview
Why wrong: Data governance, not monitoring.
Azure Log Analytics
Why wrong: Part of Azure Monitor, but Azure Monitor is the overarching service.
Azure Monitor
Collects metrics and logs for Azure Data Factory.
Azure Sentinel
Why wrong: Security information and event management.
Answer choices
Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.
Correct answer & explanation
Azure Monitor
Option B is correct because Azure Monitor collects and analyzes pipeline run logs and metrics. Option A is wrong because Azure Purview is for data governance. Option C is wrong because Azure Sentinel is a SIEM. Option D is wrong because Azure Log Analytics is part of Azure Monitor but the question asks for the service that collects and analyzes logs.
Key principle: Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Answer analysis
For each option: why learners choose it and why it is or isn't the right answer here.
Azure Purview
Why it's wrong here
Data governance, not monitoring.
Azure Log Analytics
Why it's wrong here
Part of Azure Monitor, but Azure Monitor is the overarching service.
Azure Monitor
Why this is correct
Collects metrics and logs for Azure Data Factory.
Related concept
Read the scenario before looking for a memorised answer.
Azure Sentinel
Why it's wrong here
Security information and event management.
Common exam traps
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
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.
Key takeaway
Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option.
Real-world example
A cloud solutions architect for a retail company is evaluating services for a new workload. The correct answer here reflects best practice for the specific scenario described — not a general cloud recommendation. Answer the scenario, not the keyword: identify the specific constraint before choosing the most familiar-sounding option. Cloud exam questions reward reading the constraint carefully: the same technology can be right or wrong depending on the use case.
What to study next
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.
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FAQ
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..
The correct answer is: Azure Monitor — Option B is correct because Azure Monitor collects and analyzes pipeline run logs and metrics. Option A is wrong because Azure Purview is for data governance. Option C is wrong because Azure Sentinel is a SIEM. Option D is wrong because Azure Log Analytics is part of Azure Monitor but the question asks for the service that collects and analyzes logs.
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.
Read the scenario before looking for a memorised answer.
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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.
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