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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 29, 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 have two Azure Blob Storage accounts named account1 and account2?

You plan to create an Azure Data Factory pipeline that will use scheduled intervals to replicate newly created or modified blobs from account1 to account?

You need to recommend a solution to implement the pipeline. The solution must meet the following requirements:

• Ensure that the pipeline only copies blobs that were created of modified since the most recent replication event.

• Minimize the effort to create the pipeline.

What should you recommend?

Options:

A.

Create a pipeline that contains a flowlet.

B.

Create a pipeline that contains a Data Flow activity.

C.

Run the Copy Data tool and select Metadata-driven copy task.

D.

Run the Copy Data tool and select Built-in copy task.

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Question 2

You need to design a data storage structure for the product sales transactions. 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:

Question 3

You are designing an Azure Data Lake Storage solution that will transform raw JSON files for use in an analytical workload.

You need to recommend a format for the transformed files. The solution must meet the following requirements:

Contain information about the data types of each column in the files.

Support querying a subset of columns in the files.

Support read-heavy analytical workloads.

Minimize the file size.

What should you recommend?

Options:

A.

JSON

B.

CSV

C.

Apache Avro

D.

Apache Parquet