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You have an Azure subscription that contains an Azure OpenAI resource named AI1 and a user named User1.
You need to ensure that User1 can perform the following actions in Azure OpenAI Studio:
• Identify resource endpoints.
• View models that are available for deployment.
• Generate text and images by using the deployed models.
The solution must follow the principle of least privilege.
Which role should you assign to User1?
- A. Cognitive Services OpenAI User
- B. Cognitive Services Contributor
- C. Contributor
- D. Cognitive Services OpenAI Contributor
HOTSPOT –
You have a library that contains thousands of images.
You need to tag the images as photographs, drawings, or clipart.
Which service endpoint and response property should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

You have the following C# method.

You need to deploy an Azure resource to the East US Azure region. The resource will be used to perform sentiment analysis.
How should you call the method?
- A. create_resource(“res1”, “ContentModerator”, “S0”, “eastus”)
- B. create_resource(“res1”, “TextAnalytics”, “S0”, “eastus”)
- C. create_resource(“res1”, “ContentModerator”, “Standard”, “East US”)
- D. create_resource(“res1”, “TextAnalytics”, “Standard”, “East US”)
You have the following data sources:
• Finance: On-premises Microsoft SQL Server database
• Sales: Azure Cosmos DB using the Core (SQL) API
• Logs: Azure Table storage
• HR: Azure SQL database
You need to ensure that you can search all the data by using the Azure AI Search REST API.
What should you do?
- A. Migrate the data in HR to Azure Blob storage.
- B. Migrate the data in HR to the on-premises SQL server.
- C. Export the data in Finance to Azure Data Lake Storage.
- D. Migrate the data in Sales to the MongoDB API.
You are designing a conversational interface for an app that will be used to make vacation requests. The interface must gather the following data:
• The start date of a vacation
• The end date of a vacation
• The amount of required paid time off
The solution must minimize dialog complexity.
Which type of dialog should you use?
- A. adaptive
- B. skill
- C. waterfall
- D. component
HOTSPOT
–
You have a chatbot that uses Azure OpenAI to generate responses.
You need to upload company data by using Chat playground. The solution must ensure that the chatbot uses the data to answer user questions.
How should you complete the code? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.


You have an app that captures live video of exam candidates.
You need to use the Face service to validate that the subjects of the videos are real people.
What should you do?
- A. Call the face detection API and retrieve the face rectangle by using the FaceRectangle attribute.
- B. Call the face detection API repeatedly and check for changes to the FaceAttributes.HeadPose attribute.
- C. Call the face detection API and use the FaceLandmarks attribute to calculate the distance between pupils.
- D. Call the face detection API repeatedly and check for changes to the FaceAttributes.Accessories attribute.
You build a Conversational Language Understanding model by using the Language Services portal.
You export the model as a JSON file as shown in the following sample.

To what does the Weather.Historic entity correspond in the utterance?
- A. by month
- B. chicago
- C. rain
- D. location
You are building an app that will process scanned expense claims and extract and label the following data:
• Merchant information
• Time of transaction
• Date of transaction
• Taxes paid
• Total cost
You need to recommend an Azure AI Document Intelligence model for the app. The solution must minimize development effort.
What should you use?
- A. the prebuilt Read model
- B. a custom template model
- C. a custom neural model
- D. the prebuilt receipt model
You have a Conversational Language Understanding model.
You export the model as a JSON file. The following is a sample of the file.

What represents the Weather.Historic entity in the sample utterance?
- A. last year
- B. by month
- C. amount of
- D. average