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Total 273 Questions | Updated On: Nov 21, 2024

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Question 1

What is the primary objective of exploratory analytics?

A : Generating actionable findings

B : Summarizing historical data

C : Discovering patterns and trends

D : Producing conclusive insights

Answer: C

Question 2

What considerations are essential in planning a data analytics environment for effective scalability? (Select all that apply)

A : Implementing real-time analytics

B : Using distributed computing resources

C : Deploying load balancing mechanisms

D : Ensuring compatibility with diverse data sources

Answer: B,C,D

Question 3

You have a Fabric tenant that contains 30 CSV files in OneLake. The files are updated daily.

You create a Microsoft Power BI semantic model named Model1 that uses the CSV files as a data source. You configure incremental refresh for Model1 and publish the model to a Premium capacity in the Fabric tenant.

When you initiate a refresh of Model1, the refresh fails after running out of resources.

What is a possible cause of the failure?

A : Query folding is occurring.

B : Only refresh complete days is selected.

C : XMLA Endpoint is set to Read Only.

D : Query folding is NOT occurring.

E : The delta type of the column used to partition the data has changed.

Answer: D

Question 4

Which practice contributes to optimizing data storage in a warehouse or lakehouse by reducing unnecessary data elements without data loss?

A : Data compression

B : Data pruning

C : Data deduplication

D : Data archiving

Answer: B

Question 5

In a warehouse or lakehouse environment, what role does data profiling play in data management?

A : Encrypting data for secure storage

B : Creating redundant copies of critical datasets

C : Performing complex data transformation tasks

D : Identifying data quality issues and patterns

Answer: D

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Total 273 Questions | Updated On: Nov 21, 2024

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