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AI-102 Designing and Implementing a Microsoft Azure AI Solution Questions and Answers

Questions 4

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

You build a chatbot that will use AI1 to provide generative answers to specific questions.

You need to ensure that the responses are more creative and less deterministic.

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

NOTE: Each correct selection is worth one point.

AI-102 Question 4

Options:

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Questions 5

Your company uses an Azure Cognitive Services solution to detect faces in uploaded images. The method to detect the faces uses the following code.

AI-102 Question 5

You discover that the solution frequently fails to detect faces in blurred images and in images that contain sideways faces.

Options:

A.

Use a different version of the Face API.

B.

Use the Computer Vision service instead of the Face service.

C.

Use the Identify method instead of the Detect method.

D.

Change the detection model.You need to increase the likelihood that the solution can detect faces in blurred images and images that contain sideways faces.What should you do?

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Questions 6

You have the following files:

• File1.pdf

• File2.jpg

• File3.docx

• File4.webp

• File5.png

Which files can you analyze by using Azure Al Content Understanding?

Options:

A.

File1.pdf and File3.docx only

B.

File1.pdf. File2.jpg, and FileS.png only

C.

File1.pdf, File2.jpg, and File3.docx only

D.

File1.pdf, File2.jpg. File3.docx and File5.png only

E.

Filel.pdf. File2.jpg. File3.docx File4.webp, and File5.png

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Questions 7

Select the answer that correctly completes the sentence.

AI-102 Question 7

Options:

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Questions 8

You are building a chatbot that will provide information to users as shown in the following exhibit.

AI-102 Question 8

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic.

NOTE: Each correct selection is worth one point.

AI-102 Question 8

Options:

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Questions 9

You are developing a call to the Face API. The call must find similar faces from an existing list named employeefaces. The employeefaces list contains 60,000 images.

How should you complete the body of the HTTP request? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.

NOTE: Each correct selection is worth one point.

AI-102 Question 9

Options:

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Questions 10

Your company wants to reduce how long it takes for employees to log receipts in expense reports. All the receipts are in English.

You need to extract top-level information from the receipts, such as the vendor and the transaction total. The solution must minimize development effort.

Which Azure Cognitive Services service should you use?

Options:

A.

Custom Vision

B.

Personalizer

C.

Form Recognizer

D.

Computer Vision

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Questions 11

You are building an app that will use the Azure Video Indexer service.

You plan to train a language model to recognize industry-specific terms.

You need to upload a file that contains the industry-specific terms.

Which file format should you use?

Options:

A.

PDF

B.

XML

C.

TXT

D.

XLS

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Questions 12

You are developing an application to recognize employees’ faces by using the Face Recognition API. Images of the faces will be accessible from a URI endpoint.

The application has the following code.

AI-102 Question 12

For each of the following statements, select Yes if the statement is true. Otherwise, select No.

NOTE: Each correct selection is worth one point.

AI-102 Question 12

Options:

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Questions 13

You have an Azure subscription that contains an Azure Al Search instance named AlSearch1. AlSearch1 contains an index that includes a vector.

You need to perform the following actions:

• Deploy a new agent by using the Azure Al Agent Service.

• Connect the AlSearch1 index to the new agent.

• Validate the integration of the index and the agent.

Which four 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.

AI-102 Question 13

Options:

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Questions 14

You build a bot by using the Microsoft Bot Framework SDK and the Azure Bot Service.

You plan to deploy the bot to Azure.

You register the bot by using the Bot Channels Registration service.

Which two values are required to complete the deployment? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.

botld

B.

tenancld

C.

appld

D.

objeccld

E.

appSecrec

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Questions 15

You plan to deploy a containerized version of an Azure Cognitive Services service that will be used for text analysis.

You configure https://contoso.cognitiveservices.azure.com as the endpoint URI for the service, and you pull the latest version of the Text Analytics Sentiment Analysis container.

You need to run the container on an Azure virtual machine by using Docker.

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

NOTE: Each correct selection is worth one point.

AI-102 Question 15

Options:

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Questions 16

You have 100 chatbots that each has its own Language Understanding model.

Frequently, you must add the same phrases to each model.

You need to programmatically update the Language Understanding models to include the new phrases.

How should you complete the code? To answer, drag the appropriate values to the correct targets. Each value may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.

NOTE: Each correct selection is worth one point.

AI-102 Question 16

Options:

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Questions 17

Your company has a repotting solution that has paginated reports. The reports query a dimensional model in a data warehouse. Which type of processing does the reporting solution use?

Options:

A.

Online Transaction Processing (OLTP)

B.

Online Analytical Processing (OLAP)

C.

batch processing

D.

stream processing

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Questions 18

You need to analyze video content to identify any mentions of specific company names.

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.

AI-102 Question 18

Options:

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Questions 19

Select the answer that correctly completes the sentence.

AI-102 Question 19

Options:

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Questions 20

You have an Azure Cognitive Search solution and a collection of blog posts that include a category field. You need to index the posts. The solution must meet the following requirements:

• Include the category field in the search results.

• Ensure that users can search for words in the category field.

• Ensure that users can perform drill down filtering based on category.

Which index attributes should you configure for the category field?

Options:

A.

searchable, facetable, and retrievable

B.

retrievable, filterable, and sortable

C.

retrievable, facetable, and key

D.

searchable, sortable, and retrievable

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Questions 21

You plan to deploy an Azure OpenAI resource by using an Azure Resource Manager (ARM) template.

You need to ensure that the resource can respond to 600 requests per minute.

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

NOTE: Each correct selection is worth one point.

AI-102 Question 21

Options:

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Questions 22

You have the following C# method for creating Azure Cognitive Services resources programmatically.

AI-102 Question 22

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?

Options:

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 " )

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Questions 23

You have an Azure subscription that contains an Azure Cognitive Service for Language resource. You need to identify the URL of the REST interface for the Language service. Which blade should you use in the Azure portal?

Options:

A.

Identity

B.

Keys and Endpoint

C.

Properties

D.

Networking

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Questions 24

You are building an app that will share user images.

You need to configure the app to perform the following actions when a user uploads an image:

• Categorize the image as either a photograph or a drawing.

• Generate a caption for the image.

The solution must minimize development effort.

Which two services should you include in the solution? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.

object detection in Computer Vision

B.

content tags in Computer Vision

C.

image descriptions in Computer Vision

D.

image type detection in Computer Vison

E.

image classification in Custom Vision

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Questions 25

You are building an agent by using the Microsoft Foundry Agent Service.

You need to ensure that the agent can access publicly accessible data that was released during the past 90 days.

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

NOTE: Each correct selection is worth one point.

AI-102 Question 25

Options:

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Questions 26

You have a collection of press releases stored as PDF files.

You need to extract text from the files and perform sentiment analysis.

Which service should you use for each task? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

AI-102 Question 26

Options:

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Questions 27

You are designing two Azure Al agents named Agent 1 and Agent2 to assist different departments at your company. Each agent will have access to sensitive corporate data. The design must meet the following requirements:

• Agentl must process specific user queries and provide relevant answers in a conversational format

• Agent2 must perform the following actions:

o Adapt actions based on patterns in user behavior, o Understand and learn from historical data.

o Provide proactive recommendations.

Which type of agent should you recommend for each agent? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

AI-102 Question 27

Options:

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Questions 28

You have an app that manages feedback.

You need to ensure that the app can detect negative comments by using the Sentiment Analysis API in Azure Cognitive Service for Language. The solution must ensure that the managed feedback remains on your company ' s internal network.

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.

NOTE: More than one order of answer choices is correct You will receive credit for any of the correct orders you select.

AI-102 Question 28

Options:

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Questions 29

You plan to use a Conversational Language Understanding application named app1 that is deployed to a container. App1 was developed by using a Conversational Language Understanding authoring resource named Iu1. App1 has the versions shown in the following table.

AI-102 Question 29

You need to create a container that uses the latest deployable version of app1.

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.

AI-102 Question 29

Options:

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Questions 30

You have an Azure subscription that contains an Azure OpenAI resource.

You plan to build an agent by using the Azure Ai Agent Service. The agent will perform the following actions:

• Interpret written and spoken questions from users.

• Generate answers to the questions.

• Output the answers as speech.

You need to create the project for the agent.

What should you use?

Options:

A.

Language Studio

B.

Azure Al Foundry

C.

Speech studio

D.

the Azure portal

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Questions 31

You are developing an application that will use Azure Cognitive Search for internal documents.

You need to implement document-level filtering for Azure Cognitive Search.

Which three actions should you include in the solution? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Send Azure AD access tokens with the search request.

B.

Retrieve all the groups.

C.

Retrieve the group memberships of the user.

D.

Add allowed groups to each index entry.

E.

Create one index per group.

F.

Supply the groups as a filter for the search requests.

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Questions 32

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 have an Azure Cognitive Search service.

During the past 12 months, query volume steadily increased.

You discover that some search query requests to the Cognitive Search service are being throttled.

You need to reduce the likelihood that search query requests are throttled.

Solution: You migrate to a Cognitive Search service that uses a higher tier.

Does this meet the goal?

Options:

A.

Yes

B.

No

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Questions 33

You are developing a custom analyzer by using Azure Content Understanding in Foundry Tools.

After creating the schema, you label the data as shown in the exhibit. (Click the Exhibit tab.)

Use the drop-down menus to select the answer choice that completes each statement based on the information presented in the graphic.

NOTE: Each correct selection is worth one point.

AI-102 Question 33

Options:

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Questions 34

You have an Azure subscription that has the following configurations:

• Subscription ID: 8d3591aa-96b8-4737-ad09-OOf9b1ed35ad

• Tenant ID: 3edfe572-cbS4-3ced-ae12-c5c177f39a12

You plan to create a resource that will perform sentiment analysis and optical character recognition (OCR).

You need to use an HTTP request to create the resource in the subscription. The solution must use a single key and endpoint.

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

NOTE: Each correct selection is worth one point.

AI-102 Question 34

Options:

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Questions 35

You are building an app that will translate speech by using the Azure Al Language service.

You need configure the app to translate the speech from English to Italian.

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

NOTE: Each correct selection is worth one point.

AI-102 Question 35

Options:

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Questions 36

You are examining the Language service output of an application.

The text analyzed is: Our tour guide took us up the Space Needle during our trip to Seattle last week.

The response contains the data shown in the following table.

AI-102 Question 36

Which Language service API is used 10 analyze the Text?

Options:

A.

Entity Linking

B.

Named Entity Recognition

C.

Key Phrase Extraction

D.

Sentiment Analysis

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Questions 37

What is used to define a query in a stream processing jobs in Azure Stream Analytics?

Options:

A.

SQL

B.

XML

C.

YAML

D.

KOL

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Questions 38

You are building a Conversational Language Understanding model.

You need to ensure that the model will support the following sample utterances:

• Set all the lights to on.

• Turn off the lights in the living room.

• What is the current thermostat temperature?

• Lower the temperature of the thermostat by five degrees.

Which three elements should you add to the model?

Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

Options:

A.

a location Intent

B.

a change setting entity

C.

a device intent

D.

a change setting intent

E.

a query setting intent

F.

a device entity

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Questions 39

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.

AI-102 Question 39

Options:

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Questions 40

You have an app that uses Azure Al and a custom trained classifier to identity products in images. You need to add new products to the classifier. The solution must meet the following requirements:

• Minimize how long it takes to add the products

• Minimize development effort.

Which five 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.

AI-102 Question 40

Options:

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Questions 41

You are developing the chatbot.

You create the following components:

• A QnA Maker resource

• A chatbot by using the Azure Bot Framework SDK

You need to add an additional component to meet the technical requirements and the chatbot requirements. What should you add?

Options:

A.

Dispatch

B.

chatdown

C.

Language Understanding

D.

Microsoft Translator

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Questions 42

You have a computer that contains the files shown in the following table.

AI-102 Question 42

Which files can you upload and analyze by using Azure Al Video Indexer?

Options:

A.

File1 only

B.

File3only

C.

File1 andFile3 only

D.

File1, File2, and File3 only

E.

File1, File2, File3, and File4

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Questions 43

You are developing the knowledgebase by using Azure Cognitive Search.

You need to meet the knowledgebase requirements for searching equivalent terms.

What should you include in the solution?

Options:

A.

a synonym map

B.

a suggester

C.

a custom analyzer

D.

a built-in key phrase extraction skill

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Questions 44

You are developing a solution for the Management-Bookkeepers group to meet the document processing requirements. The solution must contain the following components:

A form Recognizer resource

An Azure web app that hosts the Form Recognizer sample labeling tool

The Management-Bookkeepers group needs to create a custom table extractor by using the sample labeling tool.

Which three actions should the Management-Bookkeepers group perform in sequence? To answer, move the appropriate cmdlets from the list of cmdlets to the answer area and arrange them in the correct order.

AI-102 Question 44

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Questions 45

You need to develop an extract solution for the receipt images. The solution must meet the document processing requirements and the technical requirements.

You upload the receipt images to the From Recognizer API for analysis, and the API ret urns the following JSON.

AI-102 Question 45

Which expression should you use to trigger a manual review of the extracted information by a member of the Consultant-Bookkeeper group?

Options:

A.

documentResults.docType == " prebuilt:receipt "

B.

documentResults.fields. " .confidence < 0.7

C.

documentResults.fields.ReceiptType.confidence > 0.7

D.

documentResults.fields.MerchantName.confidence < 0.7

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Questions 46

You develop a custom question answering project in Azure Al Language. The project will be used by a chatbot.

You need to configure the project to engage in multi-turn conversations. What should you do?

Options:

A.

Add alternate questions.

B.

Enable chit-chat.

C.

Add follow-up prompts.

D.

Enable active learning.

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Questions 47

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.

AI-102 Question 47

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Questions 48

You are developing the knowledgebase.

You use Azure Video Analyzer for Media (previously Video indexer) to obtain transcripts of webinars.

You need to ensure that the solution meets the knowledgebase requirements.

What should you do?

Options:

A.

Create a custom language model

B.

Configure audio indexing for videos only

C.

Enable multi-language detection for videos

D.

Build a custom Person model for webinar presenters

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Questions 49

You are developing the knowledgebase by using Azure Cognitive Search.

You need to process wiki content to meet the technical requirements.

What should you include in the solution?

Options:

A.

an indexer for Azure Blob storage attached to a skillset that contains the language detection skill and the text translation skill

B.

an indexer for Azure Blob storage attached to a skillset that contains the language detection skill

C.

an indexer for Azure Cosmos DB attached to a skillset that contains the document extraction skill and the text translation skill

D.

an indexer for Azure Cosmos DB attached to a skillset that contains the language detection skill and the text translation skill

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Questions 50

You are developing the knowledgebase by using Azure Cognitive Search.

You need to build a skill that will be used by indexers.

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

NOTE: Each correct selection is worth one point.

AI-102 Question 50

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Questions 51

You are developing the shopping on-the-go project.

You need to build the Adaptive Card for the chatbot.

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

NOTE: Each correct selection is worth one point.

AI-102 Question 51

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Questions 52

You are developing the document processing workflow.

You need to identify which API endpoints to use to extract text from the financial documents. The solution must meet the document processing requirements.

Which two API endpoints should you identify? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.

/vision/v3.2/read/analyzeResults

B.

/formrecognizer/v2.0/prebuilt/receipt/analyze

C.

/vision/v3.2/read/analyze

D.

/vision/v3.2/describe

E.

/formercognizer/v2.0/custom/models{modelId}/ analyze

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Questions 53

You are developing the chatbot.

You create the following components:

* A QnA Maker resource

* A chatbot by using the Azure Bot Framework SDK.

You need to integrate the components to meet the chatbot requirements.

Which property should you use?

Options:

A.

QnADialogResponseOptions.CardNoMatchText

B.

Qna MakerOptions-ScoreThreshold

C.

Qna Maker Op t ions StrickFilters

D.

QnaMakerOptions.RankerType

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Questions 54

You are developing the shopping on-the-go project.

You are configuring access to the QnA Maker resources.

Which role should you assign to AllUsers and LeadershipTeam? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

AI-102 Question 54

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Questions 55

You are developing the smart e-commerce project.

You need to implement autocompletion as part of the Cognitive Search solution.

Which three actions should you perform? Each correct answer presents part of the solution. (Choose three.)

NOTE: Each correct selection is worth one point.

Options:

A.

Make API queries to the autocomplete endpoint and include suggesterName in the body.

B.

Add a suggester that has the three product name fields as source fields.

C.

Make API queries to the search endpoint and include the product name fields in the searchFields query parameter.

D.

Add a suggester for each of the three product name fields.

E.

Set the searchAnalyzer property for the three product name variants.

F.

Set the analyzer property for the three product name variants.

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Questions 56

You are planning the product creation project.

You need to build the REST endpoint to create the multilingual product descriptions.

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

NOTE: Each correct selection is worth one point.

AI-102 Question 56

Options:

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Questions 57

You are planning the product creation project.

You need to recommend a process for analyzing videos.

Which four 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 four.)

AI-102 Question 57

Options:

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Questions 58

You are developing the smart e-commerce project.

You need to design the skillset to include the contents of PDFs in searches.

How should you complete the skillset design diagram? To answer, drag the appropriate services to the correct stages. Each service may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.

NOTE: Each correct selection is worth one point.

AI-102 Question 58

Options:

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Questions 59

You need to develop code to upload images for the product creation project. The solution must meet the accessibility requirements.

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

NOTE: Each correct selection is worth one point.

AI-102 Question 59

Options:

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Exam Code: AI-102
Exam Name: Designing and Implementing a Microsoft Azure AI Solution
Last Update: Jun 7, 2026
Questions: 413

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