Question 1

In Microsoft Fabric, which service is optimized for large-scale data warehousing and analytics?

Options :

A : Azure Synapse Analytics

B : Azure Data Factory

C : Azure Machine Learning

D : Azure Databricks

Answer: A

Question 2

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 3

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 4

Which feature of Azure Data Factory helps to monitor and manage long-running data pipelines?

Options :

A : Pipeline Monitoring

B : Error Handling

C : Azure Monitor

D : Data Flow Debugging

Answer: A

Question 5

What is the main use of KQL (Kusto Query Language)?

Options :

A : Building data pipelines

B : Managing data governance

C : Data visualization

D : Querying large datasets

Answer: D

Free DP-700 Mock Exam – Practice Online Confidently