Free Microsoft DP-100 Exam Questions

Become Microsoft Certified with updated DP-100 exam questions and correct answers

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Total 511 Questions | Updated On: Jan 13, 2026

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Question 1

You develop and train a machine learning model to predict fraudulent transactions for a hotel booking website. Traffic to the site varies considerably. The site experiences heavy traffic on Monday and Friday and much lower traffic on other days. Holidays are also high web traffic days. You need to deploy the model as an Azure Machine Learning real-time web service endpoint on compute that can dynamically scale up and down to support demand. Which deployment compute option should you use?

A : attached Azure Databricks cluster

B : Azure Container Instance (ACI)

C : Azure Kubernetes Service (AKS) inference cluster

D : Azure Machine Learning Compute Instance

E : attached virtual machine in a different region

Answer: E

Question 2

You plan to provision an Azure Machine Learning Basic edition workspace for a data science project.

You need to identify the tasks you will be able to perform in the workspace.

Which three tasks will you be able to perform? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

A : eate a Compute Instance and use it to run code in Jupyter notebooks.

B : eate an Azure Kubernetes Service (AKS) inference cluster.

C : the designer to train a model by dragging and dropping pre-defined modules.

D : eate a tabular dataset that supports versioning.

E : the Automated Machine Learning user interface to train a model.

Answer: A,B,D

Question 3

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 are analyzing a numerical dataset which contains missing values in several columns.

You must clean the missing values using an appropriate operation without affecting the dimensionality of the

feature set.

You need to analyze a full dataset to include all values.

Solution: Remove the entire column that contains the missing data point.

Does the solution meet the goal?

A :

B :

Answer: B

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 are creating a new experiment in Azure Machine Learning Studio. One class has a much smaller number of observations than the other classes in the training set. You need to select an appropriate data sampling strategy to compensate for the class imbalance. Solution: You use the Stratified split for the sampling mode. Does the solution meet the goal?

A : Yes

B : No

Answer: B

Question 5

You write five Python scripts that must be processed in the order specified in Exhibit A – which allows the

same modules to run in parallel, but will wait for modules with dependencies.

You must create an Azure Machine Learning pipeline using the Python SDK, because you want to script to

create the pipeline to be tracked in your version control system. You have created five PythonScriptSteps and

have named the variables to match the module names.

You need to create the pipeline shown. Assume all relevant imports have been done.

Which Python code segment should you use?

A :

B :

C :

D :

Answer: A

Page: 1 / 103

Total 511 Questions | Updated On: Jan 13, 2026

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