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Microsoft AI-102 Associate Exam Comprehensive Questions and Solutions Graded A+

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Microsoft AI-102 Associate Exam Comprehensive Questions and Solutions Graded A+

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Uploaded on
November 23, 2025
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Written in
2025/2026
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Microsoft AI-102 Associate
Exam Comprehensive
Questions and Solutions
Graded A+
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?

A. transparency

B. fairness

C. inclusiveness

D. reliability and safety - Answer: D



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?

A. Yes - Answer: Yes

,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? - Answer: No



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? - Answer: No



You have the following C# method for creating Azure Cognitive Services resources
programmatically.You need to call the method to create a free Azure resource in the West US
Azure region. The resource will be used to generate captions of images automatically.Which
code should you use?



A. create_resource(client, "res1", "ComputerVision", "F0", "westus")

B. create_resource(client, "res1", "CustomVision.Prediction", "F0", "westus")

C. create_resource(client, "res1", "ComputerVision", "S0", "westus")

D. create_resource(client, "res1", "CustomVision.Prediction", "S0", "westus") - Answer: A

,You successfully run the following HTTP request.POST
https://management.azure.com/subscriptions/18c51a87-3a69-47a8-aedc-a54745f708a1/
resourceGroups/RG1/providers/Microsoft.CognitiveServices/accounts/contosol/regenerateKey?
api-version=2017-04-18Body{"keyName": "Key2"}What is the result of the request?

A. A key for Azure Cognitive Services was generated in Azure Key Vault.

B. A new query key was generated.

C. The primary subscription key and the secondary subscription key were rotated.

D. The secondary subscription key was reset. - Answer: D



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. (Choose three.)



A. File1 (PDF, 20MB)

B. File2 (MP4, 100MB)

C. File3 (JPG, 20MB)

D. File4 (PDF, 100MB)

E. File5 (GIF, 1MB)

F. File6 (JPG, 40MB) - Answer: A, C, F



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.



A. The index size will increase.

B. Query times will increase.

C. A self-signed X.509 certificate is required.

D. The index size will decrease.

, E. Query times will decrease.

F. Azure Key Vault is required. - Answer: A, B, E



You are developing a new sales system that will process the video and text from a public-facing
website. You plan to monitor the sales system to ensure that it provides equitable results
regardless of the user's location or background. Which two responsible AI principles provide
guidance to meet the monitoring requirements? Each correct answer presents part of the
solution. (Choose two.)

A. transparency

B. fairness

C. inclusiveness

D. reliability and safety

E. privacy and security - Answer: B, C



You need to create a new resource that will be used to perform sentiment analysis and optical
character recognition (OCR). The solution must meet the following requirements:✑ Use a single
key and endpoint to access multiple services.✑ Consolidate billing for future services that you
might use.✑ Support the use of Computer Vision in the future. How should you complete the
HTTP request to create the new resource? To answer, select the appropriate options in the
answer area.

1:

A. PATCH

B. POST

C: PUT

2.

A. CognitiveServices

B. CompuretVision

C.TextAnalytics - Answer: C

A

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