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Question 1

What is the purpose of the Azure Databricks service in Microsoft Fabric?

Options :

A : Data orchestration and automation

B : Data storage and backup

C : Data visualization

D : Building and deploying machine learning models

Answer: D

Question 2

Which of the following should be implemented to ensure compliance with data privacy regulations?

Options :

A : Allow unrestricted access to all users

B : Store all data in public clouds

C : Data classification and labeling

D : Audit logging and monitoring

Answer: C,D

Question 3

Which of the following are key strategies to improve collaboration between analytics engineers and architects in Microsoft Fabric?

Options :

A : Sharing performance metrics and analytics dashboards regularly

B : Limiting access to data models to only one team

C : Avoiding documentation of system changes and updates

D : Using a collaborative platform for code reviews and feedback

Answer: D

Question 4

You have a Fabric workspace that contains a data pipeline named Pipeline! as shown in the exhibit.

(Click the Exhibit tab.) What will occur the next time Pipelinel tuns?

Options :

A : Both activities will run simultaneously.

B : Both activities will be skipped.

C : Execute procedurel will run and Copy_kdi will be skipped.

D : Copy.kdi will run and Execute procedurel will be skipped.

E : Execute procedure1 will run first, and then Copy_kdi will run.

F : Copy.kdi will run first, and then Execute procedurel will run.

Answer: A

Question 5

What is the purpose of implementing data encryption in Microsoft Fabric?

Options :

A : To improve system uptime

B : To speed up data processing

C : To protect data from unauthorized access

D : To eliminate data access restrictions

Answer: C