Question 1

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

Question 2

What is the primary goal of implementing access controls in data governance?

Options :

A : To ensure that only authorized users can access sensitive data

B : To optimize data storage and retrieval

C : To improve data processing performance

D : To provide users with unrestricted access to all data

Answer: A

Question 3

Which of the following transformations can be performed using Azure Data Factory?

Options :

A : Data classification

B : Data transformation using mapping data flows

C : Data aggregation

D : Data cleansing

E : Machine learning model training

Answer: B,C,D

Question 4

What is the purpose of using indexes in data tables?

Options :

A : To reduce storage requirements

B : To enhance data encryption

C : To increase data redundancy

D : To improve the speed of data retrieval

Answer: D

Question 5

What is the significance of using external tables in Microsoft Fabric?

Options :

A : To improve query speed

B : To query data without importing it into the database

C : To enable in-memory caching

D : To create dashboards

Answer: B

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