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

Questions 4

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 4

Options:

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Questions 5

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 5

Options:

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Questions 6

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 6

Options:

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Questions 7

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 7

Options:

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Questions 8

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 9

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 9

Options:

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Questions 10

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 11

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 12

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 13

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 13

Options:

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Questions 14

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 15

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 15

Options:

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Questions 16

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 17

You have a custom Azure OpenAI model.

You have the files shown in the following table.

AI-102 Question 17

You need to prepare training data for the model by using the OpenAI CLI data preparation tool. Which files can you upload to the tool?

Options:

A.

Filel.tsv only

B.

File2.xml only

C.

File3.pdf only

D.

File4.xlsx only

E.

File1.tsv and File4.xslx only

F.

File1.tsv.File2.xml and File4.xslx only

G.

File1.tsv, File2.xml, Fil3.pdf and File4.xslx

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Questions 18

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 18

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 19

You have a Language Understanding resource named lu1.

You build and deploy an Azure bot named bot1 that uses lu1.

You need to ensure that bot1 adheres to the Microsoft responsible AI principle of inclusiveness.

How should you extend bot1?

Options:

A.

Implement authentication for bot1.

B.

Enable active learning for Iu1.

C.

Host Iu1 in a container.

D.

Add Direct Line Speech to bot1.

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Questions 20

Select the answer that correctly completes the sentence.

AI-102 Question 20

Options:

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Questions 21

You plan to build an app that will generate a list of tags for uploaded images. The app must meet the following requirements:

• Generate tags in a user’s preferred language.

• Support English, French, and Spanish.

• Minimize development effort

You need to build a function that will generate the tags for the app. Which Azure service endpoint should you use?

Options:

A.

Custom Vision image classification

B.

Content Moderator Image Moderation

C.

Custom Translator

D.

Computer Vision Image Analysis

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Questions 22

You have a 20-GB file named file1, avi that is stored on a local drive.

You need to index file1, avi by using the Azure Video indexer website.

What should you do first?

Options:

A.

Upload File1 avi to an Azure storage queue.

B.

upload File1.avi to the www.youtube.com seepage

C.

Upload file1 avi to the Azure video indexer website.

D.

Upload file1 avi to Microsoft OneDrive.

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Questions 23

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 develop an application to identify species of flowers by training a Custom Vision model. You receive images of new flower species.

You need to add the new images to the classifier.

Solution: You add the new images and labels to the existing model. You retrain the model, and then publish the model.

Does this meet the goal?

Options:

A.

Yes

B.

No

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Questions 24

Select the answer that correctly completes the sentence.

AI-102 Question 24

Options:

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Questions 25

You have an Azure subscription that contains an Azure OpenAI resource named All and a user named User1 You need to ensure that User1 can perform the following actions in Azure OpenAI Studio;

• Identify resource endpoints.

• View models that are available for deployment.

• Generate text and images by using the deployed models

The solution must follow the principle of least privilege Which role should you assign to User1?

Options:

A.

Cognitive Services OpenAI User

B.

Cognitive Services Contributor

C.

Contributor

D.

Cognitive Services OpenAI Contributor

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Questions 26

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 26

Options:

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Questions 27

You are building a chatbot.

You need to configure the chatbot to query a knowledge base.

Which dialog class should you use?

Options:

A.

AdaptiveDialog

B.

QnAMakerDialog

C.

ComponentDialog

D.

SkillDialog

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Questions 28

You have a web app that uses Azure Cognitive Search.

When reviewing billing for the app, you discover much higher than expected charges. You suspect that the query key is compromised.

You need to prevent unauthorized access to the search endpoint and ensure that users only have read only access to the documents collection. The solution must minimize app downtime.

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 28

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Questions 29

You have an Azure Cognitive Search resource named Search 1 that is used by multiple apps You need to secure Search 1. The solution must meet the following requirements:

• Prevent access to Search1 from the internet.

• Limit the access of each app to specific queries

What should you do? To answer, select the appropriate options in the answer area NOTE Each correct answer is worth one point.

AI-102 Question 29

Options:

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Questions 30

You are building a call handling system that will perform the following actions:

Accept incoming voicemails in French.

Convert voicemails from French to English.

Which Azure Speech in Foundry Tools SDK class should you use for each action? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

AI-102 Question 30

Options:

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Questions 31

What are two benefits of platform as a service (PaaS) relational database offerings in Azure, such as Azure SQL Database? Each correct answer presents a complete solution.

NOTE: Each correct selection Is worth one point.

Options:

A.

reduced administrative effort for managing the server infrastructure

B.

complete control over backup and restore processes

C.

in-database machine learning services S3

D.

access to the latest features

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Questions 32

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

You need to test the bot interactively on a local machine.

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 32

Options:

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Questions 33

You have a file share that contains 5.000 images of scanned invoices.

You need to analyze the images. The solution must extract the following data:

• Invoice items

• Sales amounts

• Customer details

What should you use?

Options:

A.

Azure Al Immersive Reader

B.

Azure Al Document Intelligence

C.

Azure Al Vision

D.

Azure Custom Vision

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Questions 34

You have an Azure subscription that contains an Azure Al Content Safety resource named Resource1 and a storage account named storage1.

You create a blob container named container1 and upload a sample set of image files to container1.

You need to validate whether Resource1 can identify images that contain potential violence.

How should you complete the cURL command? 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 develop an app in O named App1 that performs speech-to-speech translation.

You need to configure App1 to translate English to German.

How should you complete the speechTransiationConf ig object? 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 35

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Questions 36

You have a video recording of a company meeting that includes presentations by multiple presenters.

You plan to use Azure AI Video Indexer to process the video and generate a separate text file for each presenter ' s presentation.

You need to identify each presenter in the video and attribute each text file to a presenter.

Which insight should you extract?

Options:

A.

face detection

B.

keyframe detection

C.

speaker indexing

D.

topic indexing

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Questions 37

You have 1,000 scanned images of hand-written survey responses. The surveys do NOT have a consistent layout.

You have an Azure subscription that contains an Azure Al Document Intelligence resource named Aldoc1.

You open Document Intelligence Studio and create a new project.

You need to extract data from the survey responses. The solution must minimize development effort.

To where should you upload the images, and which type of model should you use? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Questions 38

You are building a social media extension that will convert text to speech. The solution must meet the following requirements:

• Support messages of up to 400 characters.

• Provide users with multiple voice options.

• Minimize costs.

You create an Azure Cognitive Services resource.

Which Speech API endpoint provides users with the available voice options?

Options:

A.

https://uksouth.customvoice.apispeech.microsoft.eom/api/texttospeech/v3.0/longaudiosynthesis/voices

B.

https://uksouth.tts.speech.microsoft.conT/cognitiveservices/voices/list

C.

https://uksouth.voice.speech.microsoft.com/cognitiveservices/v1?deploymentld = {deployment >

D.

https://uksouth.api.cognitive.microsoft.eom/speechtotext/v3.0/models/base

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Questions 39

You are building a natural language model.

You need to enable active learning.

What should you do?

Options:

A.

Add show-all-intents=true to the prediction endpoint query.

B.

Enable speech priming.

C.

Add log=true to the prediction endpoint query.

D.

Enable sentiment analysis.

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Questions 40

You are building a solution in Azure that will use Azure AI 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.

What should you include in the solution?

Options:

A.

Azure Application Gateway

B.

IPsec rules

C.

A virtual network gateway

D.

Virtual network rules

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Questions 41

You plan to build an agent that will combine and process multiple files uploaded by users.

You are evaluating whether to use the Azure Al Agent Service to develop the agent.

What is the maximum size of all the files that can be uploaded to the service?

Options:

A.

1 GB

B.

10 GB

C.

100 GB

D.

1 TB

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Questions 42

You have an Azure Al agent solution.

You plan to create an agent-based app named App1 that will analyze and summarize data for users and generate data-driven recommendations. App1 will be used by non-technical business users and must adapt to new and unforeseen business challenges and improve its performance over time.

You need to identify which type of agent to use in App1. The solution must meet the following requirements:

• Adapt and improve the agents ' performance over time based on user feedback.

• Provide tailored recommendations to help users make informed decisions.

• Provide the best possible performance of the app.

Which agent type should you identify?

Options:

A.

cognitive

B.

prompt-and-response

C.

autonomous

D.

task automation

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Questions 43

You have an Azure subscription that contains an Azure Al Content Safety resource named CS1.

You create a test image that contains a circle.

You submit the test image to CS1 by using the curl command and the following command-line parameters.

AI-102 Question 43

What should you expect as the output?

Options:

A.

0

B.

0.0

C.

7

D.

100

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Questions 44

You are building a model to detect objects in images.

The performance of the model based on training data is shown in the following exhibit.

AI-102 Question 44

Options:

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Questions 45

You have an Azure subscription that contains an Azure Al Search resource named AS1.

You implement a custom skill in AS1 that performs language and sentiment analysis of documents.

You ate evaluating the use of AS1 as part of an enrichment pipeline.

In which order will AS1 index the documents? To answer, move all indexing stages from the list of stages to the answer area and arrange them in the correct order.

AI-102 Question 45

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Questions 46

You build a custom Form Recognizer model.

You receive sample files to use for training the model as shown in the following table.

AI-102 Question 46

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

NOTE: Each correct selection is worth one point.

Options:

A.

File1

B.

File2

C.

File3

D.

File4

E.

File5

F.

File6

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Questions 47

You have an Azure subscription and 10,000 ASCII files.

You need to identify files that contain specific phrases. The solution must use cosine similarity.

Which Azure OpenAI model should you use?

Options:

A.

text-embedding-ada-002

B.

GPT-4

C.

GPT-35 Turbo

D.

GPT-4-32k

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Questions 48

You have a product support manual.

You need to build a product support chatbot based on the manual. The solution must minimize development effort and costs.

What should you use?

Options:

A.

Azure Al Phi-3-medium with fine-tuning

B.

Azure A1 Language Custom question answering

C.

Azure OpenA1 GPI-4 with grounding data that uses Azure Al Search

D.

Azure Al Document Intelligence

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Questions 49

You have an Azure subscription that contains an Azure OpenAI resource named All and an Azure Al Content Safety resource named CS1.

You build a chatbot that uses All to provide generative answers to specific questions and CSl 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 Monitor online activity feature to run the tests

Does this meet the requirement?

Options:

A.

Yes

B.

No

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Questions 50

You have an Azure subscription

You need to create a new resource that will generate fictional stories in response to user prompts. The solution must ensure that the resource uses a customer-managed key to protect data.

How should you complete the script? 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 have 100,000 images.

You need to build an app that will perform the following actions:

• Identify road signs in the images and generate a short description of each road sign.

• Analyze the descriptions to generate a report about the different types of road signs and how often each type occurred.

The solution must minimize costs.

What should you use for each action? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

AI-102 Question 51

Options:

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Questions 52

Which statement is an example of Data Manipulation Language (DML)?

Options:

A.

Revoke

B.

UPDATE

C.

DROP

D.

CREATE

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Questions 53

You are developing an application that will recognize faults in components produced on a factory production line. The components are specific to your business.

You need to use the Custom Vision API to help detect common faults.

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 53

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Questions 54

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 54

Options:

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Questions 55

You have an Azure subscription that contains an Azure OpenAl resource named All and ari Azure Al Content Safety resource named CS1.

You build a chatbot that uses All 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 Moderate text content feature to run the tests.

Does this meet the requirement?

Options:

A.

Yes

B.

No

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Questions 56

You are building an agent by using the Semantic Kernel. The agent will use a custom plugin. You need to ensure that the agent meets the following requirements:

• The agent must use function calling.

• All functions that match the instructions must be triggered.

• All required parameters in the function must be requested by the agent if the user fails to provide them.

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 56

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Questions 57

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

AI-102 Question 57

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 57

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Questions 58

You create a bot by using the Microsoft Bot Framework SDK.

You need to configure the bot to respond to events by using custom text responses.

What should you use?

Options:

A.

an adaptive card

B.

an activity handler

C.

a dialog

D.

a skill

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Questions 59

You are building a model that will be used in an iOS app.

You have images of cats and dogs. Each image contains either a cat or a dog.

You need to use the Custom Vision service to detect whether the images is of a cat or a dog.

How should you configure the project in the Custom Vision portal? 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: Aug 4, 2026
Questions: 423