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Home > Microsoft > Microsoft Certifications > DP-100
Microsoft DP-100  Exam Questions & Answers
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Microsoft DP-100 Exam Questions & Answers


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  • Vendor: Microsoft

    Exam Code: DP-100

    Exam Name: Designing and Implementing a Data Science Solution on Azure

    Certification Provider: Microsoft

    Total Questions: 564 Q&A ( View Details)

    Updated on: Jun 12, 2025

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DP-100 Online Practice Questions and Answers

Questions 1

HOTSPOT

You use Data Science Virtual Machines (DSVMs) for Windows and Linux in Azure.

You need to access the DSVMs.

Which utilities should you use? To answer, select the appropriate options in the answer area;

NOTE: Each correct selection is worth one point.

Hot Area:

Show Answer

Correct Answer:

Questions 2

HOTSPOT

You are running a training experiment on remote compute in Azure Machine Learning.

The experiment is configured to use a conda environment that includes the mlflow and azureml-contrib-run packages.

You must use MLflow as the logging package for tracking metrics generated in the experiment.

You need to complete the script for the experiment.

How should you complete the code? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Hot Area:

Show Answer

Correct Answer:

Box 1: import mlflow

Import the mlflow and Workspace classes to access MLflow's tracking URI and configure your workspace.

Box 2: mlflow.start_run()

Set the MLflow experiment name with set_experiment() and start your training run with start_run().

Box 3: mlflow.log_metric(' ..')

Use log_metric() to activate the MLflow logging API and begin logging your training run metrics.

Box 4: mlflow.end_run()

Close the run:

run.endRun()

Reference:

https://docs.microsoft.com/en-us/azure/machine-learning/how-to-use-mlflow

Questions 3

You have been tasked with employing a machine learning model, which makes use of a PostgreSQL database and needs GPU processing, to forecast prices.

You are preparing to create a virtual machine that has the necessary tools built into it.

You need to make use of the correct virtual machine type.

Recommendation: You make use of a Deep Learning Virtual Machine (DLVM) Windows edition.

Will the requirements be satisfied?

A. Yes

B. No

Show Answer More Questions

Correct Answer: B

DLVM is a template on top of DSVM image. In terms of the packages, GPU drivers etc are all there in the DSVM image. Mostly it is for convenience during creation where we only allow DLVM to be created on GPU VM instances on Azure.

Reference: https://docs.microsoft.com/en-us/azure/machine-learning/data-science-virtual-machine/overview

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