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DP-203 - Data Engineering on Microsoft Azure

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DP-203 Questions and Answers

Question # 1

You have an Azure Data Factory pipeline that performs an incremental load of source data to an Azure Data Lake Storage Gen2 account.

Data to be loaded is identified by a column named LastUpdatedDate in the source table.

You plan to execute the pipeline every four hours.

You need to ensure that the pipeline execution meets the following requirements:

  • Automatically retries the execution when the pipeline run fails due to concurrency or throttling limits.
  • Supports backfilling existing data in the table.

Which type of trigger should you use?








tumbling window

Question # 2

A company purchases IoT devices to monitor manufacturing machinery. The company uses an IoT appliance to communicate with the IoT devices.

The company must be able to monitor the devices in real-time.

You need to design the solution.

What should you recommend?


Azure Stream Analytics cloud job using Azure PowerShell


Azure Analysis Services using Azure Portal


Azure Data Factory instance using Azure Portal


Azure Analysis Services using Azure PowerShell

Question # 3

You have an Azure subscription that contains the following resources:

  • An Azure Active Directory (Azure AD) tenant that contains a security group named Group1
  • An Azure Synapse Analytics SQL pool named Pool1

You need to control the access of Group1 to specific columns and rows in a table in Pool1.

Which Transact-SQL commands should you use? To answer, select the appropriate options in the answer area.

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