Microsoft Designing an Azure Data Solution - DP-201 Exam Practice Test
Question 1
You work for a finance company.
You need to design a business network analysis solution that meets the following requirements:
Analyzes the flow of transactions between the Azure environments of the company's various partner organizations Supports Gremlin (graph) queries What should you include in the solution?
You need to design a business network analysis solution that meets the following requirements:
Analyzes the flow of transactions between the Azure environments of the company's various partner organizations Supports Gremlin (graph) queries What should you include in the solution?
Correct Answer: C
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Question 2
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 are designing an HDInsight/Hadoop cluster solution that uses Azure Data Lake Gen1 Storage.
The solution requires POSIX permissions and enables diagnostics logging for auditing.
You need to recommend solutions that optimize storage.
Proposed Solution: Ensure that files stored are smaller than 250MB.
Does the solution meet the goal?
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 are designing an HDInsight/Hadoop cluster solution that uses Azure Data Lake Gen1 Storage.
The solution requires POSIX permissions and enables diagnostics logging for auditing.
You need to recommend solutions that optimize storage.
Proposed Solution: Ensure that files stored are smaller than 250MB.
Does the solution meet the goal?
Correct Answer: A
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Question 3
A company purchases IoT devices to monitor manufacturing machinery. The company uses an IoT appliance 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?
The company must be able to monitor the devices in real-time.
You need to design the solution.
What should you recommend?
Correct Answer: A
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Question 4
You need to design the data loading pipeline for Planning Assistance.
What should you recommend? To answer, drag the appropriate technologies to the correct locations. Each technology 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.

What should you recommend? To answer, drag the appropriate technologies to the correct locations. Each technology 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:

References:
https://docs.microsoft.com/en-us/azure/data-factory/connector-azure-cosmos-db
Question 5
You are designing an anomaly detection solution for streaming data from an Azure IoT hub. The solution must meet the following requirements:
Send the output to Azure Synapse.
Identify spikes and dips in time series data.
Minimize development and configuration effort
Which should you include in the solution?
Send the output to Azure Synapse.
Identify spikes and dips in time series data.
Minimize development and configuration effort
Which should you include in the solution?
Correct Answer: A
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Question 6
A company purchases IoT devices to monitor manufacturing machinery. The company uses an IoT appliance 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?
The company must be able to monitor the devices in real-time.
You need to design the solution.
What should you recommend?
Correct Answer: D
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Question 7
You are designing a solution that uses Azure Cosmos DB to store and serve data.
You need to design the Azure Cosmos DB storage to meet the following requirements:
Provide high availability.
Provide a recovery point objective (RPO) of less than 15 minutes.
Provide a recovery time objective (RTO) of less than two minutes.
Minimize data loss in the event of a disaster.
What should you include in the design? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

You need to design the Azure Cosmos DB storage to meet the following requirements:
Provide high availability.
Provide a recovery point objective (RPO) of less than 15 minutes.
Provide a recovery time objective (RTO) of less than two minutes.
Minimize data loss in the event of a disaster.
What should you include in the design? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Correct Answer:

Reference:
https://docs.microsoft.com/en-us/azure/cosmos-db/high-availability
https://docs.microsoft.com/en-us/azure/cosmos-db/consistency-levels#consistency-levels-and-throughput
Question 8
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.

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
Question 9
You are planning a big data solution in Azure.
You need to recommend a technology that meets the following requirements:
Be optimized for batch processing.
Support autoscaling.
Support per-cluster scaling.
Which technology should you recommend?
You need to recommend a technology that meets the following requirements:
Be optimized for batch processing.
Support autoscaling.
Support per-cluster scaling.
Which technology should you recommend?
Correct Answer: B
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Question 10
Which Azure service and feature should you recommend using to manage the transient data for Data Lake Storage? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

NOTE: Each correct selection is worth one point.

Correct Answer:

Reference:
https://azure.microsoft.com/sv-se/blog/clean-up-files-by-built-in-delete-activity-in-azure-data-factory/
Question 11
The following code segment is used to create an Azure Databricks cluster.

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


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.databricks.com/dev-tools/api/latest/clusters.html
Question 12
You need to recommend the appropriate storage and processing solution?
What should you recommend?
What should you recommend?
Correct Answer: A
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