Microsoft DP-200 Actual Free Exam Questions & Community Discussion

  • Exam Code/Number: DP-200
  • Exam Name/Title: Implementing an Azure Data Solution
  • Certification Provider: Microsoft
  • Corresponding Certification: Azure Data Engineer Associate
  • Exam Questions: 242
  • Updated On: Jul 11, 2026
Note: This question is part of series of questions that present the same scenario. Each question in the series contains a unique solution. Determine whether the solution meets the stated goals.
You develop a data ingestion process that will import data to a Microsoft Azure SQL Data Warehouse. The data to be ingested resides in parquet files stored in an Azure Data Lake Gen 2 storage account.
You need to load the data from the Azure Data Lake Gen 2 storage account into the Azure SQL Data Warehouse.
Solution:
1. Create a remote service binding pointing to the Azure Data Lake Gen 2 storage account
2. Create an external file format and external table using the external data source
3. Load the data using the CREATE TABLE AS SELECT statement
Does the solution meet the goal?
Correct Answer: B Vote an answer
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Use the following login credentials as needed:
Azure Username: xxxxx
Azure Password: xxxxx
The following information is for technical support purposes only:
Lab Instance: 10277521
You need to ensure that an email notification is sent to [email protected] if a suspicious login to an Azure SQL database named db2 is detected.
To complete this task, sign in to the Azure portal.
Correct Answer:
Set up Advanced Threat Protection in the Azure portal.
1. From the Azure portal navigate to the configuration page of the Azure SQL Database db2, which you want to protect. In the security settings, select Advanced Data Security.
2. On the Advanced Data Security configuration page:
Enable Advanced Data Security on the server.
In Advanced Threat Protection Settings, in the Send alerts to text box, enter [email protected] to receive security alerts upon detection of anomalous database activities.

References:
https://docs.microsoft.com/en-us/azure/sql-database/sql-database-threat-detection
You have a SQL pool in Azure Synapse.
A user reports that queries against the pool take longer than expected to complete.
You need to add monitoring to the underlying storage to help diagnose the issue.
Which two metrics should you monitor? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
Correct Answer: C,E Vote an answer
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Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this scenario, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You plan to create an Azure Databricks workspace that has a tiered structure. The workspace will contain the following three workloads:
A workload for data engineers who will use Python and SQL
A workload for jobs that will run notebooks that use Python, Spark, Scala, and SQL A workload that data scientists will use to perform ad hoc analysis in Scala and R The enterprise architecture team at your company identifies the following standards for Databricks environments:
The data engineers must share a cluster.
The job cluster will be managed by using a request process whereby data scientists and data engineers provide packaged notebooks for deployment to the cluster.
All the data scientists must be assigned their own cluster that terminates automatically after 120 minutes of inactivity. Currently, there are three data scientists.
You need to create the Databrick clusters for the workloads.
Solution: You create a Standard cluster for each data scientist, a High Concurrency cluster for the data engineers, and a High Concurrency cluster for the jobs.
Does this meet the goal?
Correct Answer: A Vote an answer
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You need to implement complex stateful business logic within an Azure Stream Analytics service.
Which type of function should you create in the Stream Analytics topology?
Correct Answer: A Vote an answer
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You are implementing automatic tuning mode for Azure SQL databases.
Automatic tuning is configured as shown in the following table.

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.
Correct Answer:

References:
https://docs.microsoft.com/en-us/azure/sql-database/sql-database-automatic-tuning
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some questions sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You have an Azure subscription that contains an Azure Storage account.
You plan to implement changes to a data storage solution to meet regulatory and compliance standards.
Every day, Azure needs to identify and delete blobs that were NOT modified during the last 100 days.
Solution: You schedule an Azure Data Factory pipeline.
Does this meet the goal?
Correct Answer: B Vote an answer
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Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this scenario, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You have a container named Sales in an Azure Cosmos DB database. Sales has 120 GB of dat a. Each entry in Sales has the following structure.

The partition key is set to the OrderId attribute.
Users report that when they perform queries that retrieve data by ProductName, the queries take longer than expected to complete.
You need to reduce the amount of time it takes to execute the problematic queries.
Solution: You create a lookup collection that uses ProductName as a partition key and OrderId as a value.
Does this meet the goal?
Correct Answer: A Vote an answer
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You have an Azure Storage account.
You need to configure the storage account to send an email when an administrative action is performed on the account.
What should you do?
Correct Answer: D Vote an answer
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A company uses Microsoft Azure SQL Database to store sensitive company dat a. You encrypt the data and only allow access to specified users from specified locations.
You must monitor data usage, and data copied from the system to prevent data leakage.
You need to configure Azure SQL Database to email a specific user when data leakage occurs.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
Correct Answer:
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.
After you answer a question in this scenario, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.
You have an Azure Storage account that contains 100 GB of files. The files contain text and numerical values. 75% of the rows contain description data that has an average length of 1.1 MB.
You plan to copy the data from the storage account to an Azure SQL data warehouse.
You need to prepare the files to ensure that the data copies quickly.
Solution: You modify the files to ensure that each row is more than 1 MB.
Does this meet the goal?
Correct Answer: B Vote an answer
Explanation: Only visible for EduDump members. You can sign-up / login (it's free).
Use the following login credentials as needed:
Azure Username: xxxxx
Azure Password: xxxxx
The following information is for technical support purposes only:
Lab Instance: 10277521
You need to ensure that you can recover any blob data from an Azure Storage account named storage 10277521 up to 30 days after the data is deleted.
To complete this task, sign in to the Azure portal.
Correct Answer:
1. Open Azure Portal and open the Azure Blob storage account named storage10277521.
2. Right-click and select Blob properties

3. From the properties window, change the access tier for the blob to Cool.

Note: The cool access tier has lower storage costs and higher access costs compared to hot storage. This tier is intended for data that will remain in the cool tier for at least 30 days.
Reference:
https://dailydotnettips.com/how-to-update-access-tier-in-azure-storage-blob-level/
You develop data engineering solutions for a company.
You must integrate the company's on-premises Microsoft SQL Server data with Microsoft Azure SQL Database. Data must be transformed incrementally.
You need to implement the data integration solution.
Which tool should you use to configure a pipeline to copy data?
Correct Answer: B Vote an answer
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A company has a SaaS solutions that will uses Azure SQL Database with elastic pools. The solution will have a dedicated database for each customer organization Customer organizations have peak usage at different periods during the year.
Which two factors affect your costs when sizing the Azure SQL Database elastic pools? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.
Correct Answer: B,E Vote an answer
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