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Microsoft DP-203 Exam With Confidence Using Practice Dumps

Exam Code:
DP-203
Exam Name:
Data Engineering on Microsoft Azure
Vendor:
Questions:
361
Last Updated:
Jan 8, 2026
Exam Status:
Stable
Microsoft DP-203

DP-203: Microsoft Certified: Azure Data Engineer Associate Exam 2025 Study Guide Pdf and Test Engine

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Data Engineering on Microsoft Azure Questions and Answers

Question 1

You need to create an Azure Data Factory pipeline to process data for the following three departments at your company: Ecommerce, retail, and wholesale. The solution must ensure that data can also be processed for the entire company.

How should you complete the Data Factory data flow script? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.

NOTE: Each correct selection is worth one point.

Options:

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Question 2

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.

After you answer a question in this section, you will NOT be able to return to it. As a result, these questions will not appear in the review screen.

You have an Azure Synapse Analytics dedicated SQL pool that contains a table named Table1.

You have files that are ingested and loaded into an Azure Data Lake Storage Gen2 container named container1.

You plan to insert data from the files in container1 into Table1 and transform the data. Each row of data in the files will produce one row in the serving layer of Table1.

You need to ensure that when the source data files are loaded to container1, the DateTime is stored as an additional column in Table1.

Solution: You use an Azure Synapse Analytics serverless SQL pool to create an external table that has an additional DateTime column.

Does this meet the goal?

Options:

A.

Yes

B.

No

Question 3

You have an Azure subscription that contains an Azure Synapse Analytics account and a Microsoft Purview account.

You create a pipeline named Pipeline1 for data ingestion to a dedicated SQL pool.

You need to generate data lineage from Pipeline1 to Microsoft Purview.

Which two activities generate data lineage? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Web

B.

Copy

C.

WebHook

D.

Dataflow

E.

Validation