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Microsoft AI-102 Exam Questions
Designing and Implementing a Microsoft Azure AI Solution (Page 14 )

Updated On: 24-Feb-2026
Page 12 of 61
PDF with 367 Questions

You have an app named App1 that uses an Azure Cognitive Services model to identify anomalies in a time series data stream.

You need to run App1 in a location that has limited connectivity. The solution must minimize costs.
What should you use to host the model?

  1. Azure Kubernetes Service (AKS)
  2. Azure Container Instances
  3. a Kubernetes cluster hosted in an Azure Stack Hub integrated system
  4. the Docker Engine

Answer(s): D


Reference:

https://learn.microsoft.com/en-us/azure/cognitive-services/cognitive-services-container-support



HOTSPOT (Drag and Drop is not supported)
You have an Azure Cognitive Search resource named Search1 that is used by multiple apps.You need to secure Search1. The solution must meet the following requirements:
-Prevent access to Search1 from the internet.
-Limit the access of each app to specific queries.

What should you do? To answer, select the appropriate options in the answer area.NOTE: Each correct selection is worth one point.

  1. See Explanation section for answer.

Answer(s): A

Explanation:



You are building a solution that will detect anomalies in sensor data from the previous 24 hours.
You need to ensure that the solution scans the entire dataset, at the same time, for anomalies.
Which type of detection should you use?

  1. batch
  2. streaming
  3. change points

Answer(s): A



DRAG DROP (Drag and Drop is not supported)
You are building an app that will scan confidential documents and use the Language service to analyze the contents.

You provision an Azure Cognitive Services resource.

You need to ensure that the app can make requests to the Language service endpoint. The solution must ensure that confidential documents remain on-premises.

Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

  1. See Explanation section for answer.

Answer(s): A

Explanation:



https://learn.microsoft.com/en-us/azure/cognitive-services/containers/disconnected-containers
Containers enable you to run Cognitive Services APIs in your own environment, and are great for your specific security and data governance requirements. Disconnected containers enable you to use several of these APIs disconnected from the internet.

https://learn.microsoft.com/en-us/azure/cognitive-services/containers/disconnected-container-faq#how-do-i-download-the-disconnected-containers
These containers are hosted on the Microsoft Container Registry and available for download on Microsoft Artifact Registry and Docker Hub. You won't be able to run the container if your Azure subscription has not been approved after completion of the request form.



HOTSPOT (Drag and Drop is not supported)
You have an Azure subscription that has the following configurations:

•Subscription ID: 8d3591aa-96b8-4737-ad09-00f9b1ed35ad
•Tenant ID: 3edfe572-cb54-3ced-ae12-c5c177f39a12

You plan to create a resource that will perform sentiment analysis and optical character recognition (OCR).

You need to use an HTTP request to create the resource in the subscription. The solution must use a single key and endpoint.

How should you complete the request? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

  1. See Explanation section for answer.

Answer(s): A

Explanation:






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