Microsoft DP-700 practice materials Questions Answers

Exam Code:
DP-700
Exam Name:
Implementing Data Engineering Solutions Using Microsoft Fabric Exam
Last Update:
Jun 01,2026

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Microsoft DP-700 Questions for Fabric Data Engineer Associate Certification Exam 2026

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Page: 1 / 14
Total Questions: 67

Questions & Answers PDF

• Question 1

  

  You have a Fabric workspace named Workspace1 that contains an Apache Spark job definition named Job1.You have an Azure SQL database named Source1 that has public internet access disabled. You need to ensure that Job1 can access the data in Source1.What should you create?

  • an on-premises data gateway
  • a managed private endpoint
  • an integration runtime
  • a data management gateway

  Reveal Answer Answer: B Next Question

• Question 2

  

  You need to resolve the sales data issue. The solution must minimize the amount of data transferred. What should you do?

  • Spilt the dataflow into two dataflows.
  • Configure scheduled refresh for the dataflow.
  • Configure incremental refresh for the dataflow. Set Store rows from the past to 1 Month.
  • Configure incremental refresh for the dataflow. Set Refresh rows from the past to 1 Year.
  • Configure incremental refresh for the dataflow. Set Refresh rows from the past to 1 Month.

  Reveal Answer Answer: E Next Question

• Question 3

  

  You have a Fabric workspace that contains a warehouse named DW1. DW1 is loaded by using a notebook named Notebook1.You need to identify which version of Delta was used when Notebook1 was executed. What should you use?

  • Real-Time hub
  • OneLake data hub
  • the Admin monitoring workspace
  • Fabric Monitor
  • the Microsoft Fabric Capacity Metrics app

  Reveal Answer Answer: C Next Question

• Question 4

  

  You have a Fabric F32 capacity that contains a workspace. The workspace contains a warehouse named DW1 that is modelled by using MD5 hash surrogate keys.DW1 contains a single fact table that has grown from 200 million rows to 500 million rows during the past year.You have Microsoft Power BI reports that are based on Direct Lake. The reports show year-over-year values.Users report that the performance of some of the reports has degraded over time and some visuals show errors.You need to resolve the performance issues. The solution must meet the following requirements: Provide the best query performance.Minimize operational costs. Which should you do?

  • Change the MD5 hash to SHA256.
  • Increase the capacity. C Enable V-Order
  • Modify the surrogate keys to use a different data type.
  • Create views.

  Reveal Answer Answer: D Next Question

• Question 5

  

  You have a Fabric notebook named Notebook1 that has been executing successfully for the last week.During the last run, Notebook1executed nine jobs. You need to view the jobs in a timeline chart.What should you use?

  • Real-Time hub
  • Monitoring hub
  • the job history from the application run
  • Spark History Server
  • the run series from the details of the application run

  Reveal Answer Answer: E Next Question

• Question 6

  

  You have a Fabric workspace that contains an eventstream named Eventstream1. Eventstream1 processes data from a thermal sensor by using event stream processing, and then stores the data in a lakehouse.You need to modify Eventstream1 to include the standard deviation of the temperature. Which transform operator should you include in the Eventstream1 logic?

  • Expand
  • Group by
  • Union
  • Aggregate

  Reveal Answer Answer: D Next Question

• Question 7

  

  You are developing a data pipeline named Pipeline1.You need to add a Copy data activity that will copy data from a Snowflake data source to a Fabric warehouse.What should you configure?

  • Degree of copy parallelism
  • Fault tolerance
  • Enable staging
  • Enable logging

  Reveal Answer Answer: C Next Question

• Question 8

  

  You have a Fabric warehouse named DW1. DW1 contains a table that stores sales data and is used by multiple sales representatives.You plan to implement row-level security (RLS).You need to ensure that the sales representatives can see only their respective data. Which warehouse object do you require to implement RLS?

  • ISTORED PROCEDURE
  • CONSTRAINT
  • SCHEMA
  • FUNCTION

  Reveal Answer Answer: D Next Question

• Question 9

  

  You have a Fabric workspace named Workspace1.You plan to integrate Workspace1 with Azure DevOps.You will use a Fabric deployment pipeline named deployPipeline1 to deploy items from Workspace1 to higher environment workspaces as part of a medallion architecture. You will run deployPipeline1 by using an API call from an Azure DevOps pipeline.You need to configure API authentication between Azure DevOps and Fabric. Which type of authentication should you use?

  • service principal
  • Microsoft Entra username and password
  • managed private endpoint
  • workspace identity

  Reveal Answer Answer: A Next Question

• Question 10

  

  Your company has a sales department that uses two Fabric workspaces named Workspace1 and Workspace2.The company decides to implement a domain strategy to organize the workspaces. You need to ensure that a user can perform the following tasks:Create a new domain for the sales department.Create two subdomains: one for the east region and one for the west region. Assign Workspace1 to the east region subdomain.Assign Workspace2 to the west region subdomain.The solution must follow the principle of least privilege. Which role should you assign to the user?

  • workspace Admin
  • domain admin
  • domain contributor
  • Fabric admin

  Reveal Answer Answer: B Next Question

Page: 1 / 14
Total Questions: 67

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