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Microsoft AI-102 Exam Questions
Designing and Implementing a Microsoft Azure AI Solution (Page 5 )

Updated On: 21-Feb-2026
Page 5 of 61
PDF with 367 Questions

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 create a web app named app1 that runs on an Azure virtual machine named vm1. Vm1 is on an Azure virtual network named vnet1.

You plan to create a new Azure Cognitive Search service named service1.
You need to ensure that app1 can connect directly to service1 without routing traffic over the public internet.

Solution: You deploy service1 and a public endpoint, and you configure a network security group (NSG) for vnet1. Does this meet the goal?

  1. Yes
  2. No

Answer(s): B

Explanation:

Instead deploy service1 and a private (not public) endpoint to a new virtual network, and you configure Azure Private Link.


Reference:

https://docs.microsoft.com/en-us/azure/private-link/private-link-overview



You plan to perform predictive maintenance.
You collect IoT sensor data from 100 industrial machines for a year. Each machine has 50 different sensors that generate data at one-minute intervals. In total, you have 5,000 time series datasets.
You need to identify unusual values in each time series to help predict machinery failures. Which Azure Cognitive Services service should you use?

  1. Anomaly Detector
  2. Cognitive Search
  3. Form Recognizer
  4. Custom Vision

Answer(s): A



HOTSPOT (Drag and Drop is not supported)
You are developing a streaming Speech to Text solution that will use the Speech SDK and MP3 encoding. You need to develop a method to convert speech to text for streaming MP3 data.

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:

  1. See Explanation section for answer.

Answer(s): A

Explanation:


Reference:

https://docs.microsoft.com/en-us/azure/cognitive-services/speech-service/how-to-use-codec-compressedaudio-input-streams?tabs=debian&pivots=programming-language-csharp



HOTSPOT (Drag and Drop is not supported)
You are developing an internet-based training solution for remote learners.
Your company identifies that during the training, some learners leave their desk for long periods or become distracted.

You need to use a video and audio feed from each learner’s computer to detect whether the learner is present and paying attention. The solution must minimize development effort and identify each learner.
Which Azure Cognitive Services service should you use for each requirement? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.
Hot Area:

  1. See Explanation section for answer.

Answer(s): A

Explanation:


Reference:

https://docs.microsoft.com/en-us/azure/cognitive-services/what-are-cognitive-services



You plan to provision a QnA Maker service in a new resource group named RG1. In RG1, you create an App Service plan named AP1.
Which two Azure resources are automatically created in RG1 when you provision the QnA Maker service? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

  1. Language Understanding
  2. Azure SQL Database
  3. Azure Storage
  4. Azure Cognitive Search
  5. Azure App Service

Answer(s): D,E


Reference:

https://docs.microsoft.com/en-us/azure/cognitive-services/qnamaker/how-to/set-up-qnamaker-service-azure?tabs=v1#delete-azure-resources






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