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DP-700 Implementing Data Engineering Solutions Using Microsoft Fabric is now Stable and With Pass Result | Test Your Knowledge for Free

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DP-700 Practice Questions

Implementing Data Engineering Solutions Using Microsoft Fabric

Last Update 3 days ago
Total Questions : 109

Dive into our fully updated and stable DP-700 practice test platform, featuring all the latest Microsoft Certified: Fabric Data Engineer Associate exam questions added this week. Our preparation tool is more than just a Microsoft study aid; it's a strategic advantage.

Our Microsoft Certified: Fabric Data Engineer Associate practice questions crafted to reflect the domains and difficulty of the actual exam. The detailed rationales explain the 'why' behind each answer, reinforcing key concepts about DP-700. Use this test to pinpoint which areas you need to focus your study on.

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Question # 1

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
Question # 2

You need to recommend a method to populate the POS1 data to the lakehouse medallion layers.

What should you recommend for each layer? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Question # 2

Options:

Discussion 0
Question # 3

You need to recommend a solution to resolve the MAR1 connectivity issues. The solution must minimize development effort. What should you recommend?

Options:

A.  

Add a ForEach activity to the data pipeline.

B.  

Configure retries for the Copy data activity.

C.  

Configure Fault tolerance for the Copy data activity.

D.  

Call a notebook from the data pipeline.

Discussion 0
Question # 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
Question # 5

You need to ensure that the data analysts can access the gold layer lakehouse.

What should you do?

Options:

A.  

Add the DataAnalyst group to the Viewer role for Workspace

A.  

B.  

Share the lakehouse with the DataAnalysts group and grant the Build reports on the default semantic model permission.

C.  

Share the lakehouse with the DataAnalysts group and grant the Read all SQL Endpoint data permission.

D.  

Share the lakehouse with the DataAnalysts group and grant the Read all Apache Spark permission.

Discussion 0
Question # 6

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
Question # 7

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
Question # 8

You need to create a workflow for the new book cover images.

Which two components should you include in the workflow? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.  

a notebook that uses Apache Spark Structured Streaming

B.  

a time-based schedule

C.  

an activator item

D.  

a data pipeline

E.  

a streaming dataflow

F.  

a blob storage action

Discussion 0
Question # 9

You need to ensure that processes for the bronze and silver layers run in isolation How should you configure the Apache Spark settings?

Options:

A.  

Modify the number of executors.

B.  

Disable high concurrency.

C.  

Create a custom pool.

D.  

Set the default environment.

Discussion 0
Question # 10

What should you do to optimize the query experience for the business users?

Options:

A.  

Enable V-Order.

B.  

Create and update statistics.

C.  

Run the VACUUM command.

D.  

Introduce primary keys.

Discussion 0
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