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Question 1

You have five Fabric workspaces.

You are monitoring the execution of items by using Monitoring hub.

You need to identify in which workspace a specific item runs.

Which column should you view in Monitoring hub?

Options :

A : Start time

B : Capacity

C : Activity name

D : Submitter

E : Item type

F : Job type

G : Location

Answer: G

Question 2

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 3

You have an Azure event hub. Each event contains the following fields:

BikepointID

Street

Neighbourhood

Latitude

Longitude

No_Bikes

No_Empty_Docks

You need to ingest the events. The solution must only retain events that have a Neighbourhood value of

Chelsea, and then store the retained events in a Fabric lakehouse.

What should you use?

Options :

A : a KQL queryset

B : an eventstream

C : a streaming dataset

D : Apache Spark Structured Streaming

Answer: B

Question 4

Which service in Microsoft Fabric is primarily used for orchestration and automation of data workflows?

Options :

A : Azure Data Factory

B : Azure Synapse Analytics

C : Power BI

D : Azure Blob Storage

Answer: A

Question 5

Which PySpark action is used to save a DataFrame to a file?

Options :

A : persist

B : save

C : collect

D : repartition

Answer: B