Free Microsoft DP-201 Practice Test & Real Exam Questions

  • Exam Code/Number: DP-201
  • Exam Name/Title: Designing an Azure Data Solution
  • Certification Provider: Microsoft
  • Corresponding Certification: Azure Data Engineer Associate
  • Exam Questions: 207
  • Updated On: Aug 12, 2026
You need to design the image processing solution to meet the optimization requirements for image tag data.
What should you configure? To answer, drag the appropriate setting to the correct drop targets.
Each source may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Correct Answer:
You manage an on-premises server named Server1 that has a database named Database1. The company purchases a new application that can access data from Azure SQL Database.
You recommend a solution to migrate Database1 to an Azure SQL Database instance.
What should you recommend? To answer, select the appropriate configuration in the answer area.
NOTE: Each correct selection is worth one point.
Correct Answer:

References:
https://docs.microsoft.com/en-us/azure/sql-database/sql-database-import
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 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 SQL database that has columns. The columns contain sensitive Personally Identifiable Information (PII) data.
You need to design a solution that tracks and stores all the queries executed against the PII dat a. You must be able to review the data in Azure Monitor, and the data must be available for at least 45 days.
Solution: You execute a daily stored procedure that retrieves queries from Query Store, looks up the column classifications, and stores the results in a new table in the database.
Does this meet the goal?
Correct Answer: A Vote an answer
Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).
You use Azure Data Lake Storage Gen2 to store data that data scientists and data engineers will query by using Azure Databricks interactive notebooks. The folders in Data Lake Storage will be secured, and users will have access only to the folders that relate to the projects on which they work.
You need to recommend which authentication methods to use for Databricks and Data Lake Storage to provide the users with the appropriate access. The solution must minimize administrative effort and development effort Which authentication method should you recommend for each Azure service? To answer, select the appropriate options in the answer area NOTE: Each correct selection is worth one point.
Correct Answer:

References:
https://docs.azuredatabricks.net/dev-tools/api/latest/authentication.html
https://docs.microsoft.com/en-us/azure/data-lake-store/data-lakes-store-authentication-using-azure-active-directory
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 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 SQL database that has columns. The columns contain sensitive Personally Identifiable Information (PII) data.
You need to design a solution that tracks and stores all the queries executed against the PII dat a. You must be able to review the data in Azure Monitor, and the data must be available for at least 45 days.
Solution: You add classifications to the columns that contain sensitive data. You turn on Auditing and set the audit log destination to use Azure Blob storage.
Does this meet the goal?
Correct Answer: B Vote an answer
Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).
You are designing a big data storage solution. The solution must meet the following requirements:
Provide unlimited account sizes.
Support a hierarchical file system.
Be optimized for parallel analytics workloads.
Which storage solution should you use?
Correct Answer: D Vote an answer
Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).
You need to design the runtime environment for the Real Time Response system.
What should you recommend?
Correct Answer: D Vote an answer
Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).
You are designing an app that will provide a data cleaning and supplementing service for customers. The app will use Azure Data Factory to run a daily process to read and write data from Azure Storage blob containers.
You need to recommend an access mechanism for the customers to grant the app access to their dat a. The solution must meet the following requirements:
Provide access for a period of three months.
Restrict the app's access to specific containers.
Minimize administrative effort.
Minimize changes to the existing access controls of the customer's Azure Storage accounts.
What should you recommend?
Correct Answer: D Vote an answer
Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).
You are evaluating the use of an Azure Cosmos DB account for a new database.
The proposed account will be configured as shown in the following exhibit.

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic.
NOTE: Each correct selection is worth one point.
Correct Answer:

Reference:
https://docs.microsoft.com/en-us/azure/cosmos-db/gremlin-support
https://technet2.github.io/Wiki/blogs/windowsazurestorage/windows-azure-storage-redundancy-options-and-read-access-geo-redundant-storage.html
You need to design the system for notifying law enforcement officers about speeding vehicles.
How should you design the pipeline? To answer, drag the appropriate services to the correct locations. Each service may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Correct Answer:

Reference:
https://docs.microsoft.com/en-us/azure/azure-databricks/what-is-azure-databricks
A company has an application that uses Azure SQL Database as the data store.
The application experiences a large increase in activity during the last month of each year.
You need to manually scale the Azure SQL Database instance to account for the increase in data write operations.
Which scaling method should you recommend?
Correct Answer: C Vote an answer
Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).
You have an Azure Storage account that generates 200,000 new files daily. The file names have a format of {YYYY}/{MM}/{DD}/{HH}/{CustomerID}.csv.
You need to design an Azure Data Factory solution that will load new data from the storage account to an Azure Data Lake once hourly. The solution must minimize load times and costs.
How should you configure the solution? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point
Correct Answer:

Reference:
https://azure.microsoft.com/en-us/blog/incrementally-copy-new-files-by-lastmodifieddate-with-azure-data-factory/
https://docs.microsoft.com/en-us/azure/data-factory/how-to-create-tumbling-window-trigger