Free Microsoft AI-102 Exam Actual Questions

The questions for AI-102 were last updated On Dec 14, 2025

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Question No. 1

You are building a language model by using a Language Understanding service.

You create a new Language Understanding resource.

You need to add more contributors.

What should you use?

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Question No. 2

What is a primary characteristic of a relational database?

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Correct Answer: C

Question No. 3

You have data saved in the following format.

Which format was used?

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Correct Answer: A

Question No. 4

You have a product knowledgebase that contains multiple PDF documents.

You need to build a chatbot that will provide responses based on data in the knowledgebase. The solution must minimize development effort and costs.

What should you include in the solution?

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Correct Answer: C

Question No. 5

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 private endpoint to vnet1.

Does this meet the goal?

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Correct Answer: A

A private endpoint is a network interface that uses a private IP address from your virtual network. This network interface connects you privately and securely to a service powered by Azure Private Link. By enabling a private endpoint, you're bringing the service into your virtual network.

The service could be an Azure service such as:

Azure Storage

Azure Cosmos DB

Azure SQL Database

Your own service using a Private Link Service.


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