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AI-102: Designing and Implementing a Microsoft Azure AI Solution Dumps

Free Microsoft AI-102 Exam Dumps June 2026

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Question No: 1

OrderList

You have an Azure subscription that contains an Azure OpenA1 resource named AH.

You plan to build an app named App1 that will write press releases by using AM.

You need to deploy an Azure OpenA1 model for Appl. The solution must minimize development effort.

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

Answer

Question No: 2

MultipleChoice

You need to measure the public perception of your brand on social media by using natural language processing. Which Azure service should you use?

Options

AContent Moderator

BForm Recognizer

CComputer Vision

DLanguage service

Answer
D

Question No: 3

OrderList

You train a Custom Vision model used in a mobile app.

You receive 1,000 new images that do not have any associated data.

You need to use the images to retrain the model. The solution must minimize how long it takes to retrain the model.

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

Answer
Explanation

https://docs.microsoft.com/en-us/azure/cognitive-services/custom-vision-service/suggested-tags

Question No: 4

OrderList

You Build a bot in JavaScript.

From the Azure Command-Line interface (CLI), you run the following command.

az bot prepare-deploy

You need to deploy the bot to Azure.

Which three Azure CLl commands should you run in sequence? To answer, move the appropriate commands from the list of commands to the answer area and arrange them in the client order.

Answer

Question No: 5

MultipleChoice

You are building a solution in Azure that will use Azure Al Language service to process sensitive customer data.

You need to ensure that only specific Azure processes can access the Language service. The solution must minimize administrative

effort.

What should you include in the solution?

Options

Avirtual network rules

BIPsec rules

CAzure Application Gateway

Da virtual network gateway

Answer
AExplanation

Virtual Network (VNet) rules allow you to restrict access to your Azure resources, such as the Azure AI Language service, to only the processes within specified VNets. This ensures that only services and processes within those VNets can communicate with the Language service, providing a secure and manageable way to control access.

Virtual network rules will allow you to securely control access to the Language service with minimal administrative overhead, ensuring that only processes within your specified VNets can access the service.

Question No: 6

Hotspot

You have an Azure subscription that is linked to a Microsoft Entra tenant. The subscription ID is c7ac27a8-d186-2326-8509-c3762dad06c9 and the tenant ID is 8c4e1aab-1a2c-a2e1-ae39-e5e6e23106c9.

The subscription contains an Azure OpenAl resource named OpenAl1 that has a primary API key of 1363c794d19e430baf27a9a5f29c42ab. OpenAl1 has a deployment named embeddings1 that uses the text-embedding-ada-002 model.

You need to query OpenAl1 and retrieve embeddings for text input.

How should you complete the code? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Answer

Question No: 7

Hotspot

In Azure OpenAl Studio, you are prototyping a chatbot by using Chat playground.

You need to configure the chatbot to meet the following requirements:

. Reduce the repetition of words in conversations.

. Reduce the randomness of each response.

Which two parameters should you modify? To answer, select the appropriate parameters in the answer area.

NOTE: Each correct answer is worth one point.

Answer

Question No: 8

Hotspot

You have an Azure subscription.

You plan to build a solution that will analyze scanned documents and export relevant fields to a database.

You need to recommend an Azure Al Document Intelligence model for the following types of documents:

. Expenditure request authorization forms

. Structured and unstructured survey forms

. Structured employment application forms

The solution must minimize development effort and costs.

Which of model should you recommend for each document type?

Answer

Question No: 9

MultipleChoice

You are building an app that will process scanned expense claims and extract and label the following data:

. Merchant information

. Time of transaction

. Date of transaction

. Taxes paid

. Total cost

You need to recommend an Azure Al Document Intelligence model for the app. The solution must minimize development effort.

What should you use?

Options

Athe prebuilt Read model

Bthe prebuilt receipt model

Ca custom neural model

Da custom template model

Answer
B

Question No: 10

MultipleChoice

You are developing a text processing solution.

You have the following function.

static void GotKeyWords(TextAnalyticsClient textAnalyticsClient, string text)

var response = textAnalyticsClient.RecognizeEntities (text);

Console.WriteLine('Key words:');

foreach (CategorizedEntity entity in response.Value)

Console.WriteLine($'\t{entity.Text}');

You call the function and use the following string as the second argument.

Our tour of London included a visit to Buckinghan Palace

What will the function return?

Options

ATour and visit only

BLondon and Tour only

COur tour of London included a visit to Buckingham Palace

DLondon and Buckinghan Palace only

Answer
DExplanation

The function GotKeyWords uses the RecognizeEntities method from the TextAnalyticsClient class in Azure's Text Analytics service to identify named entities in the given text. The method extracts entities such as locations, organizations, dates, and other significant items.

Given the string 'Our tour of London included a visit to Buckinghan Palace', the RecognizeEntities method will identify named entities within the text.

The named entities in this text are:

London (a location)

Buckingham Palace (a location, but note the typo 'Buckinghan Palace' instead of 'Buckingham Palace')

However, the typo in 'Buckinghan Palace' might prevent the service from recognizing it correctly. Assuming the typo is fixed, the recognized entities would be 'London' and 'Buckingham Palace'.

Question No: 11

Hotspot

You are developing an app that will use the Azure Al Vision API to analyze an image.

You need configure the request that will be used by the app to identify whether an image is clipart or a line drawing.

How should you complete the request? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Answer

Question No: 12

MultipleChoice

You have a Microsoft OneDrive folder that contains a 20-GB video file named File1.avi.

You need to index File1.avi by using the Azure Video Indexer website.

What should you do?

Options

ADownload File1.avi to a local computer, and then upload the file to the Azure AI Video Indexer website.

BFrom OneDrive, create a sharing link for File1.avi, and then copy the link to the Azure AI Video Indexer website.

CUpload File1.avi to the www.youtube.com webpage, and then copy the URL of the video to the Azure AI Video Indexer website.

DFrom OneDrive, create an Embed URL, and then copy the link to the Azure AI Video Indexer website.

Answer
B

Question No: 13

MultipleChoice

You have an Azure subscription that contains an Azure OpenAI resource named AI1 and an Azure AI Content Safety resource named CS1.

You build a chatbot that uses AI1 to provide generative answers to specific questions and CS1 to check input and output for objectionable content.

You need to optimize the content filter configurations by running tests on sample questions.

Solution: From Content Safety Studio, you use the Protected material detection feature to run the tests.

Does this meet the requirement?

Options

AYes

BNo

Answer
A

Question No: 14

Hotspot

You have an Azure subscription that contains an Azure Al Document Intelligence resource named DI1.

You create a PDF document named Test.pdf that contains tabular data.

You need to analyze Test.pdf by using DI1.

How should you complete the command? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Answer

Question No: 15

MultipleChoice

You are building a chatbot that will use question answering in Azure Cognitive Service for Language.

You have a PDF named Docl.pdf that contains a product catalogue and a price list You upload Docl.pdf and train the model.

During testing, users report that the chatbot responds correctly to the following question: What is the price of

< product>?

The chatbot fails to respond to the following question: How much does

Solution: From Language Studio, you create an entity for cost, and then retrain and republish the model. Does this meet the goal?

Options

AYes

BNo

Answer
B

Question No: 16

MultipleChoice

You need to ensure that the chatbot responds correctly to both questions.

Solution: From Language Studio, you create an entity for cost, and then retrain and republish the model.

Does this meet the goal?

Options

AYes

BNo

Answer
B

Question No: 17

Hotspot

You build a QnA Maker resource to meet the chatbot requirements.

Which RBAC role should you assign to each group? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Generate Answer

Answer

Explanation

https://docs.microsoft.com/en-us/azure/cognitive-services/qnamaker/concepts/role-based-access-control

Question No: 18

MultipleChoice

You are building a chatbot that will use question answering in Azure Cognitive Service for Language.

You have a PDF named Docl.pdf that contains a product catalogue and a price list

You upload Docl.pdf and train the model.

During testing, users report that the chatbot responds correctly to the following Question;

What is the price of product>?

The chatbot fails to respond to the following Question;

How much does

You need to ensure that the chatbot responds correctly to both questions.

Solution: From Language Studio, you create an entity for cost, and then retrain and republish the model.

Does this meet the goal?

Options

AYes

BNo

Answer
B

Question No: 19

DragDrop

You are building a retail chatbot that will use a QnA Maker service.

You upload an internal support document to train the model. The document contains the following Question;

''What is your warranty period?'

Users report that the chatbot returns the default QnA Maker answer when they ask the following Question;

'How long is the warranty coverage?'

The chatbot returns the correct answer when the users ask the following Question;

'What is your warranty period?'

Both questions should return the same answer.

You need to increase the accuracy of the chatbot responses.

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. (Choose three.)