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DP-203 PDF

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  • Questions: 355 Q&A's With Detailed Explanation
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DP-203 PDF + Testing Engine

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  • Exam Name: Data Engineering on Microsoft Azure
  • Last Update: 19-Apr-2025
  • Questions and Answers: 355
  • Single Choice: 179 Q&A's
  • Multiple Choice: 34 Q&A's
  • Hotspot: 107 Q&A's
  • Drag Drop: 35 Q&A's

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DP-203 Questions and Answers

Question # 1

You are designing a streaming data solution that will ingest variable volumes of data.

You need to ensure that you can change the partition count after creation.

Which service should you use to ingest the data?

A.

Azure Event Hubs Dedicated

B.

Azure Stream Analytics

C.

Azure Data Factory

D.

Azure Synapse Analytics

Question # 2

You have several Azure Data Factory pipelines that contain a mix of the following types of activities.

* Wrangling data flow

* Notebook

* Copy

* jar

Which two Azure services should you use to debug the activities? Each correct answer presents part of the solution NOTE: Each correct selection is worth one point.

A.

Azure HDInsight

B.

Azure Databricks

C.

Azure Machine Learning

D.

Azure Data Factory

E.

Azure Synapse Analytics

Question # 3

You are designing a date dimension table in an Azure Synapse Analytics dedicated SQL pool. The date dimension table will be used by all the fact tables.

Which distribution type should you recommend to minimize data movement?

A.

HASH

B.

REPLICATE

C.

ROUND ROBIN

Question # 4

You have an Azure Synapse Analytics dedicated SQL pool named Pool1 and an Azure Data Lake Storage Gen2 account named Account1.

You plan to access the files in Account1 by using an external table.

You need to create a data source in Pool1 that you can reference when you create the external table.

How should you complete the Transact-SQL statement? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

DP-203 question answer

Question # 5

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 into Table1 and azure Data Lake Storage Gen2 container named container1.

You plan to insert data from the files 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: In an Azure Synapse Analytics pipeline, you use a Get Metadata activity that retrieves the DateTime of the files.

Does this meet the goal?

A.

Yes

B.

No

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