Implementing Data Engineering Solutions Using Microsoft Fabric (DP-700) Certification Sample Questions

Implementing Data Engineering Solutions Using Microsoft Fabric Dumps, DP-700 Dumps, DP-700 PDF, Implementing Data Engineering Solutions Using Microsoft Fabric VCE, Microsoft DP-700 VCE, Microsoft MCA Fabric Data Engineer PDFThe purpose of this Sample Question Set is to provide you with information about the Implementing Data Engineering Solutions Using Microsoft Fabric exam. These sample questions will make you very familiar with both the type and the difficulty level of the questions on the DP-700 certification test. To get familiar with real exam environment, we suggest you try our Sample Implementing Data Engineering Solutions Using Microsoft Fabric Certification Practice Exam. This sample practice exam gives you the feeling of reality and is a clue to the questions asked in the actual Microsoft Certified - Fabric Data Engineer Associate certification exam.

These sample questions are simple and basic questions that represent likeness to the real Microsoft DP-700 exam questions. To assess your readiness and performance with real time scenario based questions, we suggest you prepare with our Premium Implementing Data Engineering Solutions Using Microsoft Fabric Certification Practice Exam. When you solve real time scenario based questions practically, you come across many difficulties that give you an opportunity to improve.

Microsoft DP-700 Sample Questions:

01. Why would an organization use domain-specific Fabric workspaces?
a) To separate compute from storage
b) To delegate access control at the business unit level
c) To enforce static IP addresses for data access
d) To host Power BI dashboards only
 
02. A data engineer notices that a daily semantic model refresh is taking longer than usual and sometimes fails. The model processes a large Lakehouse table. The business expects refreshed data by 8 AM daily. Which three actions should the engineer take to resolve the issue?
a) Check refresh logs in Monitor Hub
b) Reschedule to 6 AM without diagnosis
c) Monitor DAX query performance
d) Enable email alerts for failure
e) Delete and recreate the semantic model
 
03. Which of the following is required to configure default settings for data pipeline execution in a Fabric workspace?
a) Assigning dynamic expressions in notebook cells
b) Selecting the event retention period
c) Setting the default compute type and concurrency limit
d) Linking the workspace to Power Automate
 
04. What feature allows you to manage changes across different Fabric environments (Dev, Test, Prod)?
a) Sensitivity Labels
b) Deployment Pipelines
c) KQL Notebooks
d) Eventstreams
 
05. When configuring Spark sessions in Fabric, which two parameters most directly influence parallel data processing efficiency?
(Choose two)
a) Executor cores
b) Session timeout
c) Driver logging level
d) Number of executors
 
06. In a dimensional model, what is a common method used to track changes in dimension values over time?
a) CDC (Change Data Capture)
b) Partitioning
c) Slowly Changing Dimensions (SCD)
d) Spark Checkpoints
 
07. Which orchestration pattern is ideal when you want to reuse a common transformation notebook across multiple pipelines?
a) Loop-based trigger
b) Notebook parameterization
c) Workspace promotion
d) Mirroring
 
08. What is the recommended method to improve Spark notebook execution performance for large joins?
a) Use broadcast joins where applicable
b) Disable caching
c) Add sensitivity labels
d) Apply row-level security
 
09. You are tasked with loading historical sales data stored in Azure Data Lake into a Lakehouse. You must clean null values, aggregate by region, and ensure the data is not duplicated. Which three steps should you follow?
a) Use a shortcut to the Azure Data Lake folder
b) Load directly into Power BI
c) Clean nulls using PySpark
d) Aggregate by region in a Spark notebook
e) Re-load entire data daily
 
10. What is the minimum role required to apply item-level access controls in a Fabric workspace?
a) Viewer
b) Contributor
c) Admin
d) Member

Answers:

Question: 01
Answer: b		 Question: 02
Answer: a, c, d		 Question: 03
Answer: c		 Question: 04
Answer: b		 Question: 05
Answer: a, d
Question: 06
Answer: c		 Question: 07
Answer: b		 Question: 08
Answer: a		 Question: 09
Answer: a, c, d		 Question: 10
Answer: c

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