Question 1

Which of the following is a feature of Azure Data Lake Storage Gen2 in Microsoft Fabric?

Options :

A : Real-time data streaming capabilities

B : Data visualization and reporting

C : Supports ACID transactions

D : Supports hierarchical namespace

Answer: D

Question 2

Which of the following would be the best practice to optimize query performance in a Microsoft Fabric solution?

Options :

A : Adding unnecessary joins in the query

B : Running all queries as a single large operation

C : Avoiding the use of indexes in frequently queried columns

D : Breaking complex queries into smaller, more manageable subqueries

Answer: D

Question 3

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 4

Which tool in Microsoft Fabric is used to ensure data privacy and regulatory compliance?

Options :

A : Azure Purview

B : Azure Synapse Analytics

C : Azure Event Hubs

D : Azure Data Factory

Answer: A

Question 5

Which of the following is the primary benefit of using Azure Data Factory (ADF) for data integration in Microsoft Fabric?

Options :

A : Real-time data transformation

B : Simple data visualization

C : Machine learning model training

D : Centralized data orchestration

Answer: D