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Microsoft Certified - Fabric Analytics Engineer Associate Implementing Analytics Solutions Using Microsoft Fabric

Implementing Analytics Solutions Using Microsoft Fabric

Last Update Aug 29, 2025
Total Questions : 140

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Questions 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 have a Fabric tenant that contains a lakehouse named Lakehousel. Lakehousel contains a Delta table named Customer.

When you query Customer, you discover that the query is slow to execute. You suspect that maintenance was NOT performed on the table.

You need to identify whether maintenance tasks were performed on Customer.

Solution: You run the following Spark SQL statement:

DESCRIBE DETAIL customer

Does this meet the goal?

Options:

A.  

Yes

B.  

No

Discussion 0
Questions 3

You have a Fabric tenant that contains lakehouse named Lakehousel. Lakehousel contains a Delta table with eight columns. You receive new data that contains the same eight columns and two additional columns.

You create a Spark DataFrame and assign the DataFrame to a variable named df. The DataFrame contains the new data. You need to add the new data to the Delta table to meet the following requirements:

• Keep all the existing rows.

• Ensure that all the new data is added to the table.

How should you complete the code? To answer, select the appropriate options in the answer area.

Questions 3

Options:

Discussion 0
Questions 4

You create a semantic model by using Microsoft Power Bl Desktop. The model contains one security role named SalesRegionManager and the following tables:

• Sales

• SalesRegion

• Sales Ad dress

You need to modify the model to ensure that users assigned the SalesRegionManager role cannot see a column named Address in Sales Address.

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.

Questions 4

Options:

Discussion 0
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Questions 5

You have a Fabric tenant that contains a lakehouse named Lakehouse1. Lakehouse1 contains a subfolder named Subfolder1 that contains CSV files. You need to convert the CSV files into the delta format that has V-Order optimization enabled. What should you do from Lakehouse explorer?

Options:

A.  

Use the Load to Tables feature.

B.  

Create a new shortcut in the Files section.

C.  

Create a new shortcut in the Tables section.

D.  

Use the Optimize feature.

Discussion 0

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