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Microsoft AI-102 Dumps

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Total 413 questions

Designing and Implementing a Microsoft Azure AI Solution Questions and Answers

Question 1

You are building a customer support chatbot.

You need to configure the bot to identify the following:

• Code names for internal product development

• Messages that include credit card numbers

The solution must minimize development effort.

Which Azure Cognitive Service for Language feature should you use for each requirement? To answer, drag the appropriate features to the correct requirements. Each feature 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.

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Options:

Question 2

You use the Custom Vision service to build a classifier.

After training is complete, you need to evaluate the classifier.

Which two metrics are available for review? Each correct answer presents a complete solution. (Choose two.)

NOTE: Each correct selection is worth one point.

Options:

A.

recall

B.

F-score

C.

weighted accuracy

D.

precision

E.

area under the curve (AUC)

Question 3

You are building a chatbot by using the Microsoft Bot Framework Composer. You have the dialog design shown in the following exhibit.

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

NOTE: Each correct selection Is worth one point.

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Options:

Question 4

You have data saved in the following format.

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Which format was used?

Options:

A.

CSV

B.

JSON

C.

HTML

D.

YAML

Question 5

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

Question 6

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

Question 7

You need to build an app that will use the Azure Al Speech service to translate audio files.

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

NOTE: Each correct selection is worth one point.

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Options:

Question 8

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.

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Options:

Question 9

Select the answer that correctly completes the sentence.

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Options:

Question 10

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.

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Options:

Question 11

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

You have an app named App1 that uses Aldoc1. App1 analyzes business cards by calling business card model v2.1.

You need to update App1 to ensure that the app can interpret QR codes. The solution must minimize administrative effort.

What should you do first?

Options:

A.

Deploy a custom model.

B.

Implement the read model.

C.

Upgrade the business card model to v3.0

D.

Implement the contract model

Question 12

You have an Azure Cognitive Search solution and an enrichment pipeline that performs Sentiment Analysis on social media posts.

You need to define a knowledge store that will include the social media posts and the Sentiment Analysis results.

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

NOTE: Each correct selection is worth one point.

Options:

A.

storageContainer

B.

tables

C.

storaeeConnectionString

D.

files

E.

objects

Question 13

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

You deploy the GPT-4 model to the resource.

You need to ensure that you can upload files that will be used as grounding data for the model.

Which two types of resources should you create? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Azure Al Bot Service

B.

Azure SQL

C.

Azure Al Document Intelligence

D.

Azure Blob Storage

E.

Azure Al Search

Question 14

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

Question 15

You have an Azure OpenAI model.

You have 500 prompt-completion pairs that will be used as training data to fine-tune the model.

You need to prepare the training data.

Which format should you use for the training data file?

Options:

A.

XML

B.

JSONL

C.

CSV

D.

TSV

Question 16

You plan to build a chatbot to support task tracking.

You create a Conversational Language Understanding service named Iu1.

You need to build a Conversational Language Understanding model to Integrate into the chatbot. The solution must minimize development time to build the model.

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.

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Options:

Question 17

You have an Azure subscription that contains an Al enrichment pipeline in Azure Cognitive Search and an Azure Storage account that has 10 G8 of scanned documents and images. You need to index the documents and images in the storage account. The solution must minimize how long it takes to build the index. What should you do?

Options:

A.

From the Azure portal, configure parallel indexing.

B.

Create a text-based indexer by using the REST API.

C.

From the Azure portal, configure scheduled indexing.

D.

Configure field mappings by using the REST API.

Question 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 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 public endpoint, and you configure an IP firewall rule.

Does this meet the goal?

Options:

A.

Yes

B.

No

Question 19

You are developing an application that includes language translation.

The application will translate text retrieved by using a function named get_text_to_be_translated. 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.

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Options:

Question 20

You are developing an app that will use the Azure AI vision API to analyze an image.

You need configure the request that will be used by the app to identity 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 select is worth one point.

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Options:

Question 21

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 a chatbot that uses question answering in Azure Cognitive Service for Language

Users report that the responses of the chatbot lack formality when answering spurious questions

You need to ensure that the chatbot provides formal responses to spurious questions.

Solution: From Language Studio, you change the chitchat source to qna_chitchat_professional.tsv. and then retrain and republish the model.

Does this meet the goal?

Options:

A.

Yes

B.

No

Question 22

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 entity for the domain.

Does this meet the goal?

Options:

A.

Yes

B.

No

Question 23

You are building a chatbot.

You need to configure the bot to guide users through a product setup process.

Which type of dialog should you use?

Options:

A.

component

B.

waterfall

C.

adaptive

D.

action

Question 24

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

Question 25

You are building a Language Understanding model for an e-commerce chatbot. Users can speak or type their billing address when prompted by the chatbot.

You need to construct an entity to capture billing addresses.

Which entity type should you use?

Options:

A.

machine learned

B.

Regex

C.

list

D.

Pattern.any

Question 26

You have an Azure subscription that contains an Azure Al Content Safety resource named CS1. You plan to build an app that will analyze user-gene rated documents and identify obscure offensive terms. You need to create a dictionary that will contain the offensive terms. The solution must minimize development effort. What should you use?

Options:

A.

a text classifier

B.

text moderation

C.

language detection

D.

a blacklist

Question 27

You are building an app that will use Azure AI to monitor workspaces for safety regulation compliance.

You need to recommend a service that meets the following requirements:

Generates alerts when employees enters high-risk areas

Monitors video feeds in real time

Minimizes development effort

What should you recommend?

Options:

A.

Azure AI Video Indexer

B.

Object detection in Azure Custom Vision

C.

Azure Vision in Foundry Tools Spatial Analysis

D.

Azure Vision in Foundry Tools Image Analysis

Question 28

You run the following command.

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

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Options:

Question 29

You have a monitoring solution that uses the Azure Al Anomaly Detector service.

You provision a server named Server! that has intermittent internet access.

You need to deploy the Azure Al Anomaly Detector to Server 1.

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.

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Options:

Question 30

You have a Microsoft OneDrive folder that contains a 20-GB video file named FileVavi. You need to index File1.avi by using the Azure Video Indexer website. What should you do?

Options:

A.

Upload File1.avi to the www.youtube.com webpage. and then copy the URL of the video to the Azure Al Video Indexer website

B.

From OneDrive. create a download link, and then copy the link to the Azure Al Video Indexer website.

C.

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

D.

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

Question 31

You have an Azure subscription that contains an Azure Al service resource named CSAccount1 and a virtual network named VNet1 CSAaccount1 is connected to VNet1

You need to ensure that only specific resources can access CSAccount1. The solution must meet the following requirements:

• Prevent external access to CSAccount1

• Minimize administrative effort

Which two actions should you perform? Each correct answer presents part of the solution. NOTE: Each correct answer is worth one point.

Options:

A.

In VNet1, modify the virtual network settings.

B.

In VNet1. enable a service endpoint for CSAccount1

C.

In CSAccount1, configure the Access control (1AM) settings.

D.

In VNet1, create a virtual subnet.

E.

In CSAccount1, modify the virtual network settings.

Question 32

You are developing a photo application that will find photos of a person based on a sample image by using the Face API.

You need to create a POST request to find the photos.

How should you complete the 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.

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Options:

Question 33

You have a text-based chatbot.

You need to enable content moderation by using the Text Moderation API of Content Moderator. Which two service responses should you use? Each correct answer presents part of the solution NOTE: Each correct selection is worth one point.

Options:

A.

the adult classification score

B.

optical character recognition (OCR)

C.

personal data

D.

text classification

E.

the racy classification score

Question 34

You have a Docker host named Host1 that contains a container base image.

You have an Azure subscription that contains a custom speech-to-text model named model1.

You need to run model1 on Host1.

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.

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Options:

Question 35

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.

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Options:

Question 36

You are building an app that will share user images.

You need to configure the app to meet the following requirement’s

• uploaded images must be scanned and any text must be extracted from the images.

• Extracted text must be analyzed for the presence of profane language.

• The solution must minimize development effort.

what should you use for each requirement? To answer, select the apocopate opinions in the answer area.

NOTE: Each correct selection is worth one point.

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Options:

Question 37

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

Question 38

You are building an app by using the Semantic Kernel.

You need to include complex objects in the prompt templates of the app. The solution must support objects that contain sub-properties.

Which two prompt templates can you use? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

Options:

A.

Liquid

B.

JSONL

C.

Handlebars

D.

YAML

E.

Semantic Kernel

Question 39

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.

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Options:

Question 40

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

You run the following cURL command, and then play the Output.mp3 file.

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

NOTE: Each correct selection is worth point.

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Options:

Question 41

Select the answer that correctly completes the sentence.

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Options:

Question 42

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

You are building a social media app that will enable users to share images.

You need to configure the app to moderate inappropriate content uploaded by the users.

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

NOTE: Each correct selection is worth one point.

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Options:

Question 43

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.

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Options:

Question 44

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

Question 45

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.

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Options:

Question 46

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.

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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

Question 47

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

Question 48

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.

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Options:

Question 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

Question 50

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

Question 51

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

Question 52

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

Question 53

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.

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Options:

Question 54

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.

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Options:

Question 55

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.

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Options:

Question 56

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.

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Options:

Question 57

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.

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Options:

Question 58

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.

Question 59

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.)

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Options:

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Total 413 questions