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: | Jul 17, 2026 |
You design data engineering solutions for a company.
A project requires analytics and visualization of large set of dat
a. The project has the following requirements:
Notebook scheduling
Cluster automation
Power BI Visualization
You need to recommend the appropriate Azure service.
Which Azure service should you recommend?
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.
A company is developing a solution to manage inventory data for a group of automotive repair shops. The solution will use Azure SQL Data Warehouse as the data store.
Shops will upload data every 10 days.
Data corruption checks must run each time data is uploaded. If corruption is detected, the corrupted data must be removed.
You need to ensure that upload processes and data corruption checks do not impact reporting and analytics processes that use the data warehouse.
Proposed solution: Insert data from shops and perform the data corruption check in a transaction. Rollback transfer if corruption is detected.
Does the solution meet the goal?
You are designing a solution that will use Azure Databricks and Azure Data Lake Storage Gen2.
From Databricks, you need to access Data Lake Storage directly by using a service principal.
What should you include in the solution?
A company purchases IoT devices to monitor manufacturing machinery. The company uses an Azure IoT Hub to communicate with the IoT devices.
The company must be able to monitor the devices in real-time.
You need to design the solution.
What should you recommend?
You discover that the highest chance of corruption or bad data occurs during nightly inventory loads.
You need to ensure that you can quickly restore the data to its state before the nightly load and avoid missing any streaming data.
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.
