Pass your actual test with our Microsoft DP-700 training material at first attempt
Last Updated: Oct 11, 2026
No. of Questions: 144 Questions & Answers with Testing Engine
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| Certification Vendor: | Microsoft |
|---|---|
| Exam Name: | Implementing Data Engineering Solutions Using Microsoft Fabric |
| Exam Number: | DP-700 |
| Exam Format: | Scenario-based, Drag-and-drop, Multiple choice, Case studies |
| Real Exam Qty: | 50 - 60 |
| Exam Duration: | 100 minutes |
| Certificate Validity Period: | 12 Months (Renewable annually) |
| Related Certifications: | Microsoft Certified: Fabric Data Engineer Associate |
| Available Languages: | Simplified Chinese, Portuguese (Brazil), Spanish, English, Japanese, French, German |
| Exam Price: | $165 USD |
| Passing Score: | 700 / 1000 |
| Sample Questions: | DOWNLOAD DEMO |
| Exam Way: | Online proctored or Test center |
| Pre Condition: | No specific prior certification required. |
| Official Syllabus URL: | https://learn.microsoft.com/en-us/credentials/certifications/exams/dp-700/ |
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Monitor and optimize an analytics solution | 30-35% | - Monitor Fabric items - Optimize performance of data storage and queries - Implement error handling in pipelines |
| Topic 2: Ingest and transform data | 30-35% | - Ingest data using Data Factory pipelines and Dataflows Gen2 - Design and implement loading patterns - Transform data using Dataflows Gen2 and notebooks - Optimize and manage Delta tables - Ingest and transform data using eventstreams |
| Topic 3: Implement and manage an analytics solution | 30-35% | - Implement security and governance - Orchestrate processes with Data Factory pipelines - Configure and manage workspace settings and item access - Implement lifecycle management and source control for analytics assets |
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The passing score for the DP-700 exam is 700 / 1000, and the registration fee is $165 USD. With the fee paid per attempt, thorough preparation is the economical route — consistent timed practice until your scores stay above the passing mark.
The DP-700 exam is the official examination for the Microsoft Implementing Data Engineering Solutions Using Microsoft Fabric certification from Microsoft. It measures whether you can apply the published exam objectives to realistic working scenarios, and in a job market where enterprises keep raising requirements, the resulting credential is a clear, verifiable advantage — for job seekers and for employees aiming at the next step alike.
According to the official outline, the DP-700 exam is structured around weighted domains such as:
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The DP-700 exam presents 50 - 60 questions within 100 minutes minutes. Rehearsing complete sets under the same time cap trains both accuracy and pacing, and it is the fastest way to find out which domains still need work.
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No specific prior certification required.
You have a Fabric workspace that contains a lakehouse named Lakehousel.
You plan to create a data pipeline named Pipeline! to ingest data into Lakehousel. You will use a parameter named paraml to pass an external value into Pipeline1!. The paraml parameter has a data type of int You need to ensure that the pipeline expression returns param1 as an int value.
How should you specify the parameter value?
Correct Answer: C 🗳️
DRAG DROP
You have a Fabric eventhouse that contains a KQL database. The database contains a table named TaxiData.
The following is a sample of the data in TaxiData.
You need to build two KQL queries. The solution must meet the following requirements:
One of the queries must partition RunningTotalAmount by VendorID.
The other query must create a column named FirstPickupDateTime that shows the first value of each hour from tpep_pickup_datetime partitioned by payment_type.
How should you complete each query? To answer, drag the appropriate values the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Correct Answer:

Explanation:
Partition the RunningTotalAmount by VendorID. - Row_cumsum
The Row_cumsum function computes the cumulative sum of a column while optionally restarting the accumulation based on a condition. In this case, it calculates the cumulative sum of total_amount for each VendorID, restarting when the VendorID changes (VendorID != prev(VendorID)).
Create a column FirstPickupDateTime that shows the first value of each hour from tpep_pickup_datetime, partitioned by payment_type - Row_window_session
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?
Correct Answer: B 🗳️
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You have a Microsoft Power Apps app named App1 that has data stored in Microsoft Dataverse. You need to access the App1 data by using Fabric. What should you use?
Correct Answer: B 🗳️
You have a Fabric warehouse named Warehouse1 that contains a table named Table1. Table1 contains the following columns that store string values:
* FirstName
* Phone
* Email
You have two Microsoft Entra security groups named Group1 and Group2. The members of both groups can query Table1 and see full values for FirstName, Phone, and Email.
You need to configure Table1 to meet the following requirements:
. The members of Group1 must see masked values for Phone, showing only the last three characters of each phone number.
. The Group1 members must see unmasked values for FirstName.
. The members of Group2 must see unmasked values for all the columns.
. The solution must use Fabric warehouse-supported permissions and T-SQL.
What should you configure? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Correct Answer:

Explanation:
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