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AI-102 Sample Questions Answers

Questions 4

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.

Options:

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Questions 5

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.

Options:

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Questions 6

You have an Azure subscription that contains an Azure Al Content Safety resource named Resource1.

You create the following cURL command.

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

NOTE: Each correct selection is worth point.

Options:

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Questions 7

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 8

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.

Options:

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Questions 9

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.)

Options:

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Questions 10

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.

Custom Vision

B.

Computer Vision

C.

Immersive Reader

D.

Form Recognizer

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Questions 11

You have an Azure loT hub that receives series data from machinery. You need to build an app that will perform the following actions:

• Perform anomaly detection across multiple correlated sensors

• Identify the root cause of process stops.

• Send incident alerts

The solution must minimize development time. Which Azure service should you use?

Options:

A.

Azure Metrics Advisor

B.

Form Recognizer

C.

Azure Machine teaming

D.

Anomaly Detector

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Questions 12

You need to ensure that the chatbot can classify user input into separate categories. The categones must be dynamic and defined at the time of inference.

Which service should you use to classify the input?

Options:

A.

Azure OpenAI text summarization

B.

Azure OpenAI text classification

C.

Azure Al Language custom named entity recognition (NER)

D.

Azure Al Language custom text classification

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Questions 13

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

You build a chatbot that uses All to provide generative answers to specific questions.

You need to ensure that questions intended to circumvent built-in safety features are blocked.

Which Azure Al Content Safety feature should you implement?

Options:

A.

Protected material text detection

B.

Jailbreak risk detection

C.

Monitor online activity

D.

Moderate text content

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Questions 14

You are building an app that will analyze text by using the Azure Al Language service.

You need to configure the app to mask the telephone number and email details in a given document.

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

NOTE: Each correct selection is worth one point.

Options:

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Questions 15

You have the following files:

• File1.pdf

• File2.jpg

• File3.docx

• File4.webp

• FileS.png

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

Options:

A.

File1 .pdf and File3.docx only

B.

File1.pdf, File2jpg, and File5.png only

C.

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

D.

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

E.

File1.pdf. File2.jpg, File3.docx. File4.webp, and File5.png

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Questions 16

Which scenario is an example of a streaming workload?

Options:

A.

sending transactions daily from point of sale (POS) devices

B.

sending cloud infrastructure metadata every 30 minutes

C.

sending transactions that are older than a month to an archive

D.

sending telemetry data from edge devices

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Questions 17

You have an Azure subscription that contains a Language service resource named ta1 and a virtual network named vnet1. You need to ensure that only resources in vnet1 can access ta1. What should you configure?

Options:

A.

a network security group (NSG) for vnet1

B.

Azure Firewall for vnet1

C.

the virtual network settings for ta 1

D.

a Language service container for ta1

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Questions 18

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 build a language model by using a Language Understanding service. The language model is used to search for information on a contact list by using an intent named FindContact.

A conversational expert provides you with the following list of phrases to use for training.

Find contacts in London. Who do I know in Seattle?

Search for contacts in Ukraine.

You need to implement the phrase list in Language Understanding.

Solution: You create a new pattern in the FindContact intent.

Does this meet the goal?

Options:

A.

Yes

B.

No

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Questions 19

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 20

You have a bot that was built by using the Microsoft Bot Framework composer as shown in the following exhibit.

Use the drop-down menus 10 select the answer choice that completes each statement based on the information presented in the graphic.

NOTE: Each correct selection is worth one point.

Options:

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Questions 21

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 22

You are building an app that will perform translations by using the Azure Al Translator service.

You need to ensure that the app will translate user-inputted text.

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

NOTE: Each correct selection is worth one point.

Options:

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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 analyze documents by using the Azure Al Language service.

You need to identify industry-specific technical terms in the documents. The solution must minimize development effort.

What should you use?

Options:

A.

key phrase extraction

B.

custom named entity recognition (NER)

C.

conversational language under-standing (CLU)

D.

language detection

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Questions 25

Match the Azure Cosmos DB APIs to the appropriate data structures.

To answer, drag the appropriate API from the column on the left to its data structure on the right. Each API may be used once, more than once, or not at all.

NOTE: Each correct match is worth one point.

Options:

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Questions 26

You have data saved in the following format.

Which format was used?

Options:

A.

CSV

B.

JSON

C.

HTML

D.

YAML

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Questions 27

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.

Options:

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Questions 28

You are examining the Text Analytics 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.

Which Text Analytics API is used to analyze the text?

Options:

A.

Sentiment Analysis

B.

Named Entity Recognition

C.

Entity Linking

D.

Key Phrase Extraction

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Questions 29

You need to recommend a non-relational data store that is optimized for storing and retrieving text files, videos, audio streams, and virtual disk images. The data store must store data, some metadata, and a unique ID for each file. Which type of data store should you recommend?

Options:

A.

columnar

B.

key/value

C.

document

D.

object

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Questions 30

You are developing a method that uses the Computer Vision client library. The method will perform optical character recognition (OCR) in images. The method has the following code.

During testing, you discover that the call to the GetReadResultAsync method occurs before the read operation is complete.

You need to prevent the GetReadResultAsync method from proceeding until the read operation is complete.

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

NOTE: Each correct selection is worth one point.

Options:

A.

Remove the Guid.Parse(operationId) parameter.

B.

Add code to verify the results.Status value.

C.

Add code to verify the status of the txtHeaders.Status value.

D.

Wrap the call to GetReadResultAsync within a loop that contains a delay.

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Questions 31

Select the answer that correctly completes the sentence.

Options:

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Questions 32

Which database transaction property ensures that transactional changes to a database are preserved during unexpected operating system restarts?

Options:

A.

durability

B.

atomicity

C.

consistency

D.

isolation

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Questions 33

You are building an app that will scan confidential documents and use the Language service to analyze the contents.

You provision an Azure Cognitive Services resource.

You need to ensure that the app can make requests to the Language service endpoint. The solution must ensure that confidential documents remain on-premises.

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.

Options:

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Questions 34

You are building a chatbot.

You need to use the Content Moderator API to identify aggressive and sexually explicit language.

Which three settings should you configure? To answer, select the appropriate settings in the answer area.

NOTE: Each correct selection is worth one point.

Options:

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Questions 35

You are developing an application that includes language translation.

The application will translate text retrieved by using a function named getTextToBeTranslated. The text can be in one of many languages. The content of the text must remain within the Americas Azure geography.

You need to develop code to translate the text to a single language.

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

NOTE: Each correct selection is worth one point.

Options:

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Questions 36

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 37

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 38

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 39

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 40

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 41

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.

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 42

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.

Options:

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Questions 43

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.

Options:

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Questions 44

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 45

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.

Options:

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Exam Code: AI-102
Exam Name: Designing and Implementing a Microsoft Azure AI Solution
Last Update: Aug 2, 2025
Questions: 379
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