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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:
355
Last Updated:
Mar 3, 2025
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 are planning a streaming data solution that will use Azure Databricks. The solution will stream sales transaction data from an online store. The solution has the following specifications:

* The output data will contain items purchased, quantity, line total sales amount, and line total tax amount.

* Line total sales amount and line total tax amount will be aggregated in Databricks.

* Sales transactions will never be updated. Instead, new rows will be added to adjust a sale.

You need to recommend an output mode for the dataset that will be processed by using Structured Streaming. The solution must minimize duplicate data.

What should you recommend?

Options:

A.

Append

B.

Update

C.

Complete

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Question 2

You need to integrate the on-premises data sources and Azure Synapse Analytics. The solution must meet the data integration requirements.

Which type of integration runtime should you use?

Options:

A.

Azure-SSIS integration runtime

B.

self-hosted integration runtime

C.

Azure integration runtime

Question 3

You need to design an analytical storage solution for the transactional data. The solution must meet the sales transaction dataset requirements.

What should you include in the solution? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options: