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Microsoft Certified: Fabric Data Engineer Associate Implementing Data Engineering Solutions Using Microsoft Fabric

Implementing Data Engineering Solutions Using Microsoft Fabric

Last Update Dec 15, 2025
Total Questions : 109

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Questions 2

You need to schedule the population of the medallion layers to meet the technical requirements.

What should you do?

Options:

A.  

Schedule a data pipeline that calls other data pipelines.

B.  

Schedule a notebook.

C.  

Schedule an Apache Spark job.

D.  

Schedule multiple data pipelines.

Discussion 0
Questions 3

You need to ensure that WorkspaceA can be configured for source control. Which two actions should you perform?

Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

Options:

A.  

Assign WorkspaceA to Capl.

B.  

From Tenant setting, set Users can synchronize workspace items with their Git repositories to Enabled

C.  

Configure WorkspaceA to use a Premium Per User (PPU) license

D.  

From Tenant setting, set Users can sync workspace items with GitHub repositories to Enabled

Discussion 0
Questions 4

You need to populate the MAR1 data in the bronze layer.

Which two types of activities should you include in the pipeline? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.  

ForEach

B.  

Copy data

C.  

WebHook

D.  

Stored procedure

Discussion 0
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Questions 5

You need to ensure that usage of the data in the Amazon S3 bucket meets the technical requirements.

What should you do?

Options:

A.  

Create a workspace identity and enable high concurrency for the notebooks.

B.  

Create a shortcut and ensure that caching is disabled for the workspace.

C.  

Create a workspace identity and use the identity in a data pipeline.

D.  

Create a shortcut and ensure that caching is enabled for the workspace.

Discussion 0

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