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Microsoft AI-102 Exam Questions
Designing and Implementing a Microsoft Azure AI Solution (Page 4 )

Updated On: 21-Feb-2026
Page 4 of 61
PDF with 367 Questions

You build a custom Form Recognizer model.
You receive sample files to use for training the model as shown in the following table.


Which three files can you use to train the model? Each correct answer presents a complete solution. (Choosethree.)

NOTE: Each correct selection is worth one point.

  1. File1
  2. File2
  3. File3
  4. File4
  5. File5
  6. File6

Answer(s): A,C,F

Explanation:

Input requirements
Form Recognizer works on input documents that meet these requirements:

Format must be JPG, PNG, PDF (text or scanned), or TIFF. Text-embedded PDFs are best because there's no possibility of error in character extraction and location.

File size must be less than 50 MB.


Reference:

https://docs.microsoft.com/en-us/azure/cognitive-services/form-recognizer/overview



A customer uses Azure Cognitive Search.
The customer plans to enable a server-side encryption and use customer-managed keys (CMK) stored in Azure.

What are three implications of the planned change? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point.

  1. The index size will increase.
  2. Query times will increase.
  3. A self-signed X.509 certificate is required.
  4. The index size will decrease.
  5. Query times will decrease.
  6. Azure Key Vault is required.

Answer(s): A,B,F

Explanation:

"Customer-managed keys require an additional billable service, Azure Key Vault, which can be in a different region, but under the same subscription, as Azure Cognitive Search. Enabling CMK encryption will increase index size and degrade query performance." same document also lists Azure Key Vault as a requirement.


Reference:

https://docs.microsoft.com/en-us/azure/search/search-security-overview#data-protection



You are developing a new sales system that will process the video and text from a public-facing website. You plan to notify users that their data has been processed by the sales system.
Which responsible AI principle does this help meet?

  1. transparency
  2. fairness
  3. inclusiveness
  4. reliability and safety

Answer(s): A


Reference:

https://docs.microsoft.com/en-us/azure/cloud-adoption-framework/strategy/responsible-ai



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 to a new virtual network, and you configure Azure Private Link. Does this meet the goal?

  1. Yes
  2. No

Answer(s): B

Explanation:

The Azure Private Link should use a private endpoint, not a public endpoint.
Private Link service can be accessed from approved private endpoints in any public region.


Reference:

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



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 an IP firewall rule.
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






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