Question 1

Which Microsoft Fabric service is used to integrate and analyze data from various sources in real-time?

Options :

A : Azure Synapse Analytics

B : Azure Data Explorer

C : Azure Machine Learning

D : Power BI

Answer: A

Question 2

Which of the following actions can be automated using Azure Data Factory in Microsoft Fabric?

Options :

A : Machine learning model prediction

B : Data ingestion from SQL databases

C : Data synchronization with Power BI

D : Data transformations in real-time

E : Data pipeline execution

Answer: B,E

Question 3

You have a Fabric workspace that contains a Real-Time Intelligence solution and an eventhouse.

Users report that from OneLake file explorer, they cannot see the data from the eventhouse.

You enable OneLake availability for the eventhouse.

What will be copied to OneLake?

Options :

A : only data added to new databases that are added to the eventhouse

B : only the existing data in the eventhouse

C : no data

D : both new data and existing data in the eventhouse

E : only new data added to the eventhouse

Answer: D

Question 4

What is the primary function of Azure Purview in Microsoft Fabric?

Options :

A : Data transformation

B : Data visualization

C : Data governance and metadata management

D : Real-time analytics

Answer: C

Question 5

What is the role of data encryption in Microsoft Fabric's security strategy?

Options :

A : To ensure data integrity during processing

B : To protect sensitive data during storage and transmission

C : To automate the data masking process

D : To improve the performance of data queries

Answer: B

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