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Microsoft DP-700 Practice Test Questions Answers

Exam Code: DP-700 (Updated 104 Q&As with Explanation)
 Exam Name: Implementing Data Engineering Solutions Using Microsoft Fabric
 Last Update: 08-Jul-2025
 Demo:  Download Demo

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Questions Include:

  • Single Choice: 63 Q&A's
  • Multiple Choice: 7 Q&A's
  • Hotspot: 25 Q&A's
  • Drag Drop: 9 Q&A's

    • DP-700 Overview

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    DP-700 Questions and Answers

    Question # 1

    You have a Fabric workspace that contains a warehouse named Warehouse1.

    You have an on-premises Microsoft SQL Server database named Database1 that is accessed by using an on-premises data gateway.

    You need to copy data from Database1 to Warehouse1.

    Which item should you use?

    A.

    an Apache Spark job definition

    B.

    a data pipeline

    C.

    a Dataflow Gen1 dataflow

    D.

    an eventstream

    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 a KQL database that contains two tables named Stream and Reference. Stream contains streaming data in the following format.

    Reference contains reference data in the following format.

    Both tables contain millions of rows.

    You have the following KQL queryset.

    You need to reduce how long it takes to run the KQL queryset.

    Solution: You add the make_list() function to the output columns.

    Does this meet the goal?

    A.

    Yes

    B.

    No

    Question # 3

    You have a Fabric workspace that contains a warehouse named Warehouse1. Warehouse! contains a table named Customer. Customer contains the following data.

    You have an internal Microsoft Entra user named User1 that has an email address of user1@contoso.com.

    You need to provide User1 with access to the Customer table. The solution must prevent User1 from accessing the CreditCard column.

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

    NOTE: Each correct selection is worth one point.

    Question # 4

    You have an Azure key vault named KeyVaultl that contains secrets.

    You have a Fabric workspace named Workspace-!. Workspace! contains a notebook named Notebookl that performs the following tasks:

    • Loads stage data to the target tables in a lakehouse

    • Triggers the refresh of a semantic model

    You plan to add functionality to Notebookl that will use the Fabric API to monitor the semantic model refreshes. You need to retrieve the registered application ID and secret from KeyVaultl to generate the authentication token.

    Solution: You use the following code segment:

    Use notebookutils.credentials.getSecret and specify the key vault URL and key vault secret. Does this meet the goal?

    A.

    Yes

    B.

    No

    Question # 5

    You are building a data loading pattern by using a Fabric data pipeline. The source is an Azure SQL database that contains 25 tables. The destination is a lakehouse.

    In a warehouse, you create a control table named Control.Object as shown in the exhibit. (Click the Exhibit tab.)

    You need to build a data pipeline that will support the dynamic ingestion of the tables listed in the control table by using a single execution.

    Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

    Free DP-700 Microsoft Exam Questions 6 to 25
    Free DP-700 Microsoft Exam Questions 26 to 27

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