Free Microsoft DP-700 Exam Questions

Become Microsoft Certified with updated DP-700 exam questions and correct answers

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Total 368 Questions | Updated On: Feb 09, 2026

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Question 1

You have an Azure event hub. Each event contains the following fields:BikepointIDStreetNeighbourhoodLatitudeLongitudeNo_BikesNo_Empty_DocksYou need to ingest the events. The solution must only retain events that have a Neighbourhood value ofChelsea, and then store the retained events in a Fabric lakehouse.What should you use?

A : a KQL queryset

B : an eventstream

C : a streaming dataset

D : Apache Spark Structured Streaming

Answer: B

Question 2

Which of the following is the main purpose of using a Data Lake in Microsoft Fabric?

A : To store raw, unprocessed data for flexible analytics and transformations.

B : To store structured data in a relational format for transactional applications.

C : To store historical data for machine learning training.

D : To perform real-time streaming and event processing.

Answer: A,C

Question 3

Which process is essential for handling model drift in machine learning workflows?

A : Hyperparameter tuning

B : Scaling the data

C : Model retraining

D : Feature selection

Answer: C

Question 4

Which of the following is an advantage of using stream processing in data ingestion within Microsoft Fabric?

A : Stream processing is a low-latency solution for data processing.

B : Stream processing allows for real-time data ingestion and analysis.

C : Stream processing is best for large-scale batch operations.

D : Stream processing can store data without needing to process it.

Answer: A,B

Question 5

Which of the following is the primary benefit of using Azure Data Factory (ADF) for data integration in Microsoft Fabric?

A : Real-time data transformation

B : Simple data visualization

C : Machine learning model training

D : Centralized data orchestration

Answer: D

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Total 368 Questions | Updated On: Feb 09, 2026

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