Discount Offer
Home / Microsoft / Microsoft Fabric Data Engineer Associate / DP-700 - Implementing Data Engineering Solutions Using Microsoft Fabric

Microsoft DP-700 Exam Dumps

Total Questions Answers: 66
Last Updated: 15-Apr-2025
Available with 1, 3, 6 and 12 Months Free Updates Plans
PDF: $15 $60

Online Test: $20 $80

PDF + Online Test: $25 $99



Pass DP-700 exam with Dumps4free or we will provide you with three additional months of access for FREE.


Check Our Recently Added DP-700 Practice Exam Questions


Question # 1



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?
A. Expand
B. Group by
C. Union
D. Aggregate



D.
  Aggregate

Explanation: To compute the standard deviation of the temperature from the thermal sensor data, you would use the Aggregate transform operator in Eventstream1. The Aggregate operator allows you to apply functions like sum, average, count, and statistical functions like standard deviation across a group of rows or events. This operator is ideal for operations that require summarizing or computing statistics over a dataset, such as calculating the standard deviation.




Question # 2



You have an Azure Data Lake Storage Gen2 account named storage1 and an Amazon S3 bucket named storage2.
You have the Delta Parquet files shown in the following table.



You have a Fabric workspace named Workspace1 that has the cache for shortcuts enabled. Workspace1 contains a lakehouse named Lakehouse1. Lakehouse1 has the following shortcuts:

A shortcut to ProductFile aliased as Products
A shortcut to StoreFile aliased as Stores
A shortcut to TripsFile aliased as Trips

The data from which shortcuts will be retrieved from the cache?
A. Trips and Stores only
B. Products and Store only
C. Stores only
D. Products only
E. Products. Stores, and Trips



B.
  Products and Store only

Explanation: When the cache for shortcuts is enabled in Fabric, the data retrieval is governed by the caching behavior, which generally retains data for a specific period after it was last accessed. The data from the shortcuts will be retrieved from the cache if the data is stored in locations that support caching. Here's a breakdown based on the data's location:
Products: The ProductFile is stored in Azure Data Lake Storage Gen2 (storage1). Since Azure Data Lake is a supported storage system in Fabric and the file is relatively small (50 MB), this data is most likely cached and can be retrieved from the cache.
Stores: The StoreFile is stored in Amazon S3 (storage2), and even though it is stored in a different cloud provider, Fabric can cache data from Amazon S3 if caching is enabled. This data (25 MB) is likely cached and retrievable.
Trips: The TripsFile is stored in Amazon S3 (storage2) and is significantly larger (2 GB) compared to the other files. While Fabric can cache data from Amazon S3, the larger size of the file (2 GB) may exceed typical cache sizes or retention windows, causing this file to likely be retrieved directly from the source instead of the cache.




Question # 3



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?
A. "@pipeline(). parameters. paraml"
B. "@{pipeline().parameters.paraml}"
C. "@{pipeline().parameters.[paraml]}"
D. "@{pipeline().parameters.paraml}-



B.
  "@{pipeline().parameters.paraml}"





Question # 4



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.



You need to reduce how long it takes to run the KQL queryset.
Solution: You move the filter to line 02.
Does this meet the goal?
A. Yes
B. No



A.
  Yes

Explanation: Moving the filter to line 02: Filtering the Stream table before performing the join operation reduces the number of rows that need to be processed during the join. This is an effective optimization technique for queries involving large datasets.




Question # 5



HOTSPOT
You are processing streaming data from an external data provider.
You have the following code segment.



For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.





Question # 6



Exhibit.



You have a Fabric workspace that contains a write-intensive warehouse named DW1. DW1 stores staging tables that are used to load a dimensional model. The tables are often read once, dropped, and then recreated to process new data.
You need to minimize the load time of DW1.
What should you do?
A. Disable V-Order.
B. Drop statistics.
C. Enable V-O-der.
D. Create statistics.



C.
  Enable V-O-der.





Question # 7



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?
A. an on-premises data gateway
B. a managed private endpoint
C. an integration runtime
D. a data management gateway



B.
  a managed private endpoint

Explanation: To allow Job1 in Workspace1 to access an Azure SQL database (Source1) with public internet access disabled, you need to create a managed private endpoint. A managed private endpoint is a secure, private connection that enables services like Fabric (or other Azure services) to access resources such as databases, storage accounts, or other services within a virtual network (VNet) without requiring public internet access. This approach maintains the security and integrity of your data while enabling access to the Azure SQL database.




Question # 8



You have a Fabric deployment pipeline that uses three workspaces named Dev, Test, and Prod.
You need to deploy an eventhouse as part of the deployment process.
What should you use to add the eventhouse to the deployment process?
A. GitHub Actions
B. a deployment pipeline
C. an Azure DevOps pipeline



B.
  a deployment pipeline

Explanation: A deployment pipeline in Fabric is designed to automate the process of deploying assets (such as reports, datasets, eventhouses, and other objects) between environments like Dev, Test, and Prod. Since you need to deploy an eventhouse as part of the deployment process, a deployment pipeline is the appropriate tool to move this asset through the different stages of your environment.




Get 66 Implementing Data Engineering Solutions Using Microsoft Fabric questions Access in less then $0.12 per day.

Microsoft Bundle 1:


1 Month PDF Access For All Microsoft Exams with Updates
$200

$800

Buy Bundle 1

Microsoft Bundle 2:


3 Months PDF Access For All Microsoft Exams with Updates
$300

$1200

Buy Bundle 2

Microsoft Bundle 3:


6 Months PDF Access For All Microsoft Exams with Updates
$450

$1800

Buy Bundle 3

Microsoft Bundle 4:


12 Months PDF Access For All Microsoft Exams with Updates
$600

$2400

Buy Bundle 4
Disclaimer: Fair Usage Policy - Daily 5 Downloads

Implementing Data Engineering Solutions Using Microsoft Fabric Test Dumps


Exam Code: DP-700
Exam Name: Implementing Data Engineering Solutions Using Microsoft Fabric

  • 90 Days Free Updates
  • Microsoft Experts Verified Answers
  • Printable PDF File Format
  • DP-700 Exam Passing Assurance

Get 100% Real DP-700 Exam Dumps With Verified Answers As Seen in the Real Exam. Implementing Data Engineering Solutions Using Microsoft Fabric Exam Questions are Updated Frequently and Reviewed by Industry TOP Experts for Passing Microsoft Fabric Data Engineer Associate Exam Quickly and Hassle Free.

Microsoft DP-700 Test Dumps


Struggling with Implementing Data Engineering Solutions Using Microsoft Fabric preparation? Get the edge you need! Our carefully created DP-700 test dumps give you the confidence to pass the exam. We offer:

1. Up-to-date Microsoft Fabric Data Engineer Associate practice questions: Stay current with the latest exam content.
2. PDF and test engine formats: Choose the study tools that work best for you.
3. Realistic Microsoft DP-700 practice exam: Simulate the real exam experience and boost your readiness.

Pass your Microsoft Fabric Data Engineer Associate exam with ease. Try our study materials today!


Prepare your Microsoft Fabric Data Engineer Associate exam with confidence!

We provide top-quality DP-700 exam dumps materials that are:

1. Accurate and up-to-date: Reflect the latest Microsoft exam changes and ensure you are studying the right content.
2. Comprehensive Cover all exam topics so you do not need to rely on multiple sources.
3. Convenient formats: Choose between PDF files and online Implementing Data Engineering Solutions Using Microsoft Fabric practice questions for easy studying on any device.

Do not waste time on unreliable DP-700 practice test. Choose our proven Microsoft Fabric Data Engineer Associate study materials and pass with flying colors. Try Dumps4free Implementing Data Engineering Solutions Using Microsoft Fabric 2024 material today!

Microsoft Fabric Data Engineer Associate Exams
  • Assurance

    Implementing Data Engineering Solutions Using Microsoft Fabric practice exam has been updated to reflect the most recent questions from the Microsoft DP-700 Exam.

  • Demo

    Try before you buy! Get a free demo of our Microsoft Fabric Data Engineer Associate exam dumps and see the quality for yourself. Need help? Chat with our support team.

  • Validity

    Our Microsoft DP-700 PDF contains expert-verified questions and answers, ensuring you're studying the most accurate and relevant material.

  • Success

    Achieve DP-700 success! Our Implementing Data Engineering Solutions Using Microsoft Fabric exam questions give you the preparation edge.

If you have any question then contact our customer support at live chat or email us at support@dumps4free.com.