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SAP BW- Data Engineer - Data Fabric Certification
Exam Newest 2025/2026 With Complete Questions
And Correct Answers |Already Graded A+||Latest
Exam Version!!!|
DP-700: Implementing Data Engineering Solutions Using
Microsoft Fabric - Answer-The DP-700 exam is designed
for professionals who possess subject matter expertise in
data loading patterns, data architectures, and
orchestration processes. As a data engineer aiming to
pass this certification, your responsibilities include:
- Ingesting and transforming data: Demonstrating the
ability to efficiently move, process, and convert data into
actionable formats.
- Securing and managing an analytics solution: Ensuring
the implementation of robust security measures and
governance protocols for analytics.
- Monitoring and optimizing an analytics solution:
Continuously improving performance and scalability of
analytics processes.
Skills Measured in the DP-700 Exam - Answer-Implement
and manage an analytics solution (30-35%)
Ingest and transform data (30-35%)
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Monitor and optimize an analytics solution (30-35%)
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?
A. service principal
B. Microsoft Entra username and password
C. managed private endpoint
D. workspace identity Most Voted - Answer-Answer: A
You have a Fabric workspace named Workspace1 that
contains a notebook named Notebook1.
In Workspace1, you create a new notebook named
Notebook2.
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You need to ensure that you can attach Notebook2 to the
same Apache Spark session as Notebook1.
What should you do?
A. Enable high concurrency for notebooks. Most Voted
B. Enable dynamic allocation for the Spark pool.
C. Change the runtime version.
D. Increase the number of executors. - Answer-Answer: A
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 Most Voted
C. a Dataflow Gen1 dataflow
D. an eventstream - Answer-Answer: B
SAP BW- Data Engineer - Data Fabric Certification
Exam Newest 2025/2026 With Complete Questions
And Correct Answers |Already Graded A+||Latest
Exam Version!!!|
DP-700: Implementing Data Engineering Solutions Using
Microsoft Fabric - Answer-The DP-700 exam is designed
for professionals who possess subject matter expertise in
data loading patterns, data architectures, and
orchestration processes. As a data engineer aiming to
pass this certification, your responsibilities include:
- Ingesting and transforming data: Demonstrating the
ability to efficiently move, process, and convert data into
actionable formats.
- Securing and managing an analytics solution: Ensuring
the implementation of robust security measures and
governance protocols for analytics.
- Monitoring and optimizing an analytics solution:
Continuously improving performance and scalability of
analytics processes.
Skills Measured in the DP-700 Exam - Answer-Implement
and manage an analytics solution (30-35%)
Ingest and transform data (30-35%)
,2|Page
Monitor and optimize an analytics solution (30-35%)
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?
A. service principal
B. Microsoft Entra username and password
C. managed private endpoint
D. workspace identity Most Voted - Answer-Answer: A
You have a Fabric workspace named Workspace1 that
contains a notebook named Notebook1.
In Workspace1, you create a new notebook named
Notebook2.
, 3|Page
You need to ensure that you can attach Notebook2 to the
same Apache Spark session as Notebook1.
What should you do?
A. Enable high concurrency for notebooks. Most Voted
B. Enable dynamic allocation for the Spark pool.
C. Change the runtime version.
D. Increase the number of executors. - Answer-Answer: A
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 Most Voted
C. a Dataflow Gen1 dataflow
D. an eventstream - Answer-Answer: B
