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: Mar 19, 2026
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Question 1

You create an Azure Machine Learning workspace. You must configure an event handler to send an email notification when data drift is detected in the workspace datasets. You must minimize development efforts. You need to configure an Azure service to send the notification. Which Azure service should you use?


Answer: A
Question 2

You have a deployment of an Azure OpenAI Service base model. You plan to fine-tune the model. You need to prepare a file that contains training data. Which file format should you use?


Answer: C
Question 3

You are a data scientist working for a hotel booking website company. You use the Azure Machine Learning
service to train a model that identifies fraudulent transactions.
You must deploy the model as an Azure Machine Learning real-time web service using the Model.deploy
method in the Azure Machine Learning SDK. The deployed web service must return real-time predictions of
fraud based on transaction data input.
You need to create the script that is specified as the entry_script parameter for the InferenceConfig class used
to deploy the model.
What should the entry script do?


Answer: D
Question 4

A set of CSV files contains sales records. All the CSV files have the same data schema.
Each CSV file contains the sales record for a particular month and has the filename sales.csv. Each file in
stored in a folder that indicates the month and year when the data was recorded. The folders are in an Azure
blob container for which a datastore has been defined in an Azure Machine Learning workspace. The folders
are organized in a parent folder named sales to create the following hierarchical structure:
125
At the end of each month, a new folder with that month’s sales file is added to the sales folder.
You plan to use the sales data to train a machine learning model based on the following requirements:
You must define a dataset that loads all of the sales data to date into a structure that can be easily
converted to a dataframe.
You must be able to create experiments that use only data that was created before a specific previous
month, ignoring any data that was added after that month.
You must register the minimum number of datasets possible.
You need to register the sales data as a dataset in Azure Machine Learning service workspace.
What should you do?


Answer: B
Question 5

You manage an Azure Machine Learning workspace. You plan to irain a natural language processing (NLP) tew classification model in multiple languages by using Azure Machine learning Python SDK v2. You need to configure the language of the text classification job by using automated machine learning. Which method of the TextClassifkationlob class should you use?


Answer: B
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Total 511 Questions | Updated On: Mar 19, 2026
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