Question 1

Which service in Microsoft Fabric is best for managing the lifecycle of data, including tracking its lineage, transformation, and access?

Options :

A : Azure Data Factory

B : Azure Synapse Analytics

C : Azure Purview

D : Azure Databricks

Answer: C

Question 2

What is a potential impact of inefficient data workflows in Microsoft Fabric?

Options :

A : Increased data security risks

B : Improved system scalability

C : Reduced data redundancy

D : Slower data processing and longer query times

Answer: D

Question 3

Which of the following best describes the role of data transformation in the ETL process?

Options :

A : To directly load raw data into the target system

B : To cleanse and reformat data for storage in a target system

C : To aggregate data for reporting purposes only

D : To retrieve data from the source system

Answer: B

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

Which of the following best defines the role of data warehouses in the context of analytics solutions?

Options :

A : To store data in its raw format before transforming it

B : To serve as a staging area for raw data

C : To enable fast querying and reporting on structured data

D : To store raw, unstructured data

Answer: C

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