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DP-203 Practice Questions

Question # 1

You need to implement an Azure Synapse Analytics database object for storing the sales
transactions data. The solution must meet the sales transaction dataset requirements.
What solution must meet the sales transaction dataset requirements.
What should you do? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.



Question # 2

You have a data model that you plan to implement in a data warehouse in Azure Synapse
Analytics as shown in the following exhibit.




Question # 3

You plan to create an Azure Synapse Analytics dedicated SQL pool.
You need to minimize the time it takes to identify queries that return confidential information
as defined by the company's data privacy regulations and the users who executed the
queues.
Which two components should you include in the solution? Each correct answer presents
part of the solution.
NOTE: Each correct selection is worth one point.

A.

sensitivity-classification labels applied to columns that contain confidential information

B.

resource tags for databases that contain confidential information

C.

audit logs sent to a Log Analytics workspace

D.

dynamic data masking for columns that contain confidential information



A.

sensitivity-classification labels applied to columns that contain confidential information


C.

audit logs sent to a Log Analytics workspace


A: You can classify columns manually, as an alternative or in addition to the
recommendation-based classification:





Question # 4

You have two Azure Storage accounts named Storage1 and Storage2. Each account holds one container and has the hierarchical namespace enabled. The system has files that contain data stored in the Apache Parquet format.
You need to copy folders and files from Storage1 to Storage2 by using a Data Factory copy activity. The solution must meet the following requirements:
No transformations must be performed. The original folder structure must be retained. Minimize time required to perform the copy activity. How should you configure the copy activity? To answer, select the appropriate options in
the answer area. NOTE: Each correct selection is worth one point.



Question # 5

You have an Azure Stream Analytics query. The query returns a result set that contains
10,000 distinct values for a column named clusterID.
You monitor the Stream Analytics job and discover high latency.
You need to reduce the latency.
Which two actions should you perform? Each correct answer presents a complete solution.
NOTE: Each correct selection is worth one point.

A.

Add a pass-through query.

B.

Add a temporal analytic function.

C.

Scale out the query by using PARTITION BY.

D.

Convert the query to a reference query.

E.

Increase the number of streaming units.



C.

Scale out the query by using PARTITION BY.


E.

Increase the number of streaming units.




Question # 6

You need to design a data storage structure for the product sales transactions. The solution must meet the sales transaction dataset requirements.
What should you include in the solution? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point



Question # 7

A company plans to use Platform-as-a-Service (PaaS) to create the new data pipeline process. The process must meet the following requirements:




Question # 8

You have an Azure subscription that contains a logical Microsoft SQL server named
Server1. Server1 hosts an Azure Synapse Analytics SQL dedicated pool named Pool1.
You need to recommend a Transparent Data Encryption (TDE) solution for Server1. The
solution must meet the following requirements:
Track the usage of encryption keys.
Maintain the access of client apps to Pool1 in the event of an Azure datacenter
outage that affects the availability of the encryption keys.
What should you include in the recommendation? To answer, select the appropriate
options in the answer area.
NOTE: Each correct selection is worth one point.



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Microsoft DP-203 Exam Dumps

Exam Name: Data Engineering on Microsoft Azure
Certification Name: Microsoft Azure Data Engineer Associate

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  • Total Questions: 355
  • Last Updation Date: 15-Apr-2025

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