Online Access Free DP-201 Practice Test
| Exam Code: | DP-201 |
| Exam Name: | Designing an Azure Data Solution |
| Certification Provider: | Microsoft |
| Free Question Number: | 207 |
| Posted: | May 28, 2026 |
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 Data Lake Storage account that contains a staging zone.
You need to design a daily process to ingest incremental data from the staging zone, transform the data by executing an R script, and then insert the transformed data into a data warehouse in Azure Synapse Analytics.
Solution: You use an Azure Data Factory schedule trigger to execute a pipeline that copies the data to a staging table in the data warehouse, and then uses a stored procedure to execute the R script.
Does this meet the goal?
You have a large amount of sensor data stored in an Azure Data Lake Storage Gen2 account. The files are in the Parquet file format.
New sensor data will be published to Azure Event Hubs.
You need to recommend a solution to add the new sensor data to the existing sensor data in real-time. The solution must support the interactive querying of the entire dataset.
Which type of server should you include in the recommendation?
You have a CSV file in Azure Blob storage. The file does NOT have a header row.
You need to use Azure Data Factory to copy the file to an Azure SQL database. The solution must minimize how long it takes to copy the file.
How should you configure the copy process? To answer, drag the appropriate components to the correct locations. Each component 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.
You are designing a log storage solution that will use Azure Blob storage containers.
CSV log files will be generated by a multi-tenant application. The log files will be generated for each customer at five-minute intervals. There will be more than 5,000 customers. Typically, the customers will query data generated on the day the data was created.
You need to recommend a naming convention for the virtual directories and files. The solution must minimize the time it takes for the customers to query the log files.
What naming convention should you recommend?