DP-203 Azure Data Engineer Associate DP-203 Azure Data Engineer Associate Data Integration and Pipelines

Question 1

Which Azure Data Factory component is used to define the sequence of activities to perform a data transformation task?

Accepted Answer

Pipeline

Answer

Dataset

Answer

Linked Service

Answer

Trigger

Question 2

In Azure Data Factory, what is a Linked Service used for?

Accepted Answer

Storing connection information to external resources

Answer

Defining the data structure

Answer

Scheduling pipeline runs

Answer

Monitoring data flows

Question 3

Which ADF activity type is used to copy data from one data store to another?

Accepted Answer

Copy Data

Answer

Execute Pipeline

Answer

Lookup

Answer

Web

Question 4

What is the purpose of an Integration Runtime (IR) in Azure Data Factory?

Accepted Answer

To provide compute infrastructure for data movement and transformation

Answer

To schedule pipeline triggers

Answer

To define the schema of datasets

Answer

To monitor pipeline execution history

Question 5

In Azure Synapse Analytics, which feature allows you to orchestrate pipelines similarly to Azure Data Factory?

Accepted Answer

Synapse Pipelines

Answer

Synapse Spark

Answer

Synapse Link

Answer

Synapse Studio SQL

Question 6

Which trigger type in Azure Data Factory runs a pipeline on a wall-clock schedule (e.g., every hour)?

Accepted Answer

Schedule Trigger

Answer

Tumbling Window Trigger

Answer

Event-Based Trigger

Answer

Manual Trigger