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AI-102 Questions and Answers

Question # 6

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?

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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Question # 7

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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Question # 8

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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Question # 9

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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Question # 10

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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Question # 11

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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Question # 12

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.

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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Question # 13

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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Question # 14

You are building a text-to-speech app that will use a custom neural voice.

You need to create an SSML file for the app. The solution must ensure that the voice profile meets the following requirements:

• Expresses a calm tone

• Imitates the voice of a young adult female

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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Question # 15

Which scenario is an example of a streaming workload?

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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Question # 16

You have an app that analyzes images by using the Computer Vision API.

You need to configure the app to provide an output for users who are vision impaired. The solution must provide the output in complete sentences.

Which API call should you perform?

A.

readInStreamAsync

B.

describelmagelnStreamAsync

C.

toglfiagelnStreaaAsync

D.

analyreImageByDomainInStreamAsync

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Question # 17

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

A.

Revoke

B.

UPDATE

C.

DROP

D.

CREATE

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Question # 18

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?

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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Question # 19

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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Question # 20

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.

A.

Liquid

B.

JSONL

C.

Handlebars

D.

YAML

E.

Semantic Kernel

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Question # 21

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.

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Question # 22

Which property of a transactional workload guarantees that each transaction is treated as a single unit that either succeeds completely or tails completely?

A.

isolation

B.

atomicity

C.

consistency

D.

durability

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Question # 23

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

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

You upload Docl.pdf and train the model.

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

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

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

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

Does this meet the goal?

A.

Yes

B.

No

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Question # 24

You have an app named App1 that uses a custom Azure Al Document Intelligence model to recognize contract documents. You need to ensure that the model supports an additional contract format. The solution must minimize development effort. What should you do?

A.

Lower the confidence score threshold of App1.

B.

Lower the accuracy threshold of App1.

C.

Add the additional contract format to the existing training set. Retrain the model.

D.

Create a new training set and add the additional contract format to the new training set.

E.

Create and train a new custom model.

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Question # 25

What is the primary purpose of a data warehouse?

A.

to provide storage for transactional line-of-business (LOB) applications

B.

to provide transformation services between source and target data stores

C.

to provide read only storage of relational and non relational historical data

D.

to provide answers to complex queries that rely on data from multiple sources

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Question # 26

You are developing a webpage that will use the Video Indexer service to display videos of internal company meetings.

You embed the Player widget and the Cognitive Insights widget into the page.

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

Ensure that users can search for keywords.

Display the names and faces of people in the video.

Show captions in the video in English (United States).

How should you complete the URL for each widget? 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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Question # 27

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.

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Question # 28

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

A.

Content Moderator

B.

Form Recognizer

C.

Computer Vision

D.

Language service

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Question # 29

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.

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Question # 30

You have an Azure subscription. The subscription contains an Azure OpenAI resource that hosts a GPT-3.5 Turbo model named Model1.

You configure Model1 to use the following system message: "You are an Al assistant that helps people solve mathematical puzzles. Explain your answers as if the request is by a 4-year-old."

Which type of prompt engineering technique is this an example of?

A.

few-shot learning

B.

affordance

C.

chain of thought

D.

priming

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Question # 31

You have a question answering project in Azure Cognitive Service for Language.

You need to move the project to a Language service instance in a different Azure region.

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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Question # 32

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.

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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Question # 33

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?

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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Question # 34

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?

A.

component

B.

waterfall

C.

adaptive

D.

action

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Question # 35

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.

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Question # 36

You successfully run the following HTTP request.

POST https://management.azure.com/subscriptions/18c51a87-3a69-47a8-aedc-a54745f708a1/resourceGroups/RG1/providers/Microsoft.CognitiveServices/accounts/contosol/regenerateKey?api-version=2017-04-18

Body{"keyName": "Key2"}

What is the result of the request?

A.

A key for Azure Cognitive Services was generated in Azure Key Vault.

B.

A new query key was generated.

C.

The primary subscription key and the secondary subscription key were rotated.

D.

The secondary subscription key was reset.

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Question # 37

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?

A.

1 GB

B.

10 GB

C.

100 GB

D.

1 TB

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Question # 38

You are developing a system that will monitor temperature data from a data stream. The system must generate an alert in response to atypical values. The solution must minimize development effort.

What should you include in the solution?

A.

Univariate Anomaly Detection

B.

Azure Stream Analytics

C.

metric alerts in Azure Monitor

D.

Multivariate Anomaly Detection

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Question # 39

You have an Azure subscription that contains an Azure OpenAI resource named OpenAI1 and a user named User1.

You need to ensure that User1 can upload datasets to OpenA11 and finetune the existing models. The solution must follow the principle of least privilege.

Which role should you assign to User!?

A.

Cognitive Services Contributor

B.

Contributor

C.

Cognitive Services OpenAI User

D.

Cognitive Services OpenAI Contributor

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Question # 40

You are building a chatbot for a Microsoft Teams channel by using the Microsoft Bot Framework SDK. The chatbot will use the following code.

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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Question # 41

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.

A.

botld

B.

tenancld

C.

appld

D.

objeccld

E.

appSecrec

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Question # 42

You have a Custom Vision service project that performs object detection. The project uses the General domain for classification and contains a trained model.

You need to export the model for use on a network that is disconnected from the internet.

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

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Question # 43

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?

A.

Cognitive Services OpenAI User

B.

Cognitive Services Contributor

C.

Contributor

D.

Cognitive Services OpenAI Contributor

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Question # 44

You train a Conversational Language Understanding model to understand the natural language input of users.

You need to evaluate the accuracy of the model before deploying it.

What are two methods you can use? Each correct answer presents a complete solution.

NOTE: Each correct selection is worth one point.

A.

From the language authoring REST endpoint, retrieve the model evaluation summary.

B.

From Language Studio, enable Active Learning, and then validate the utterances logged for review.

C.

From Language Studio, select Model performance.

D.

From the Azure portal, enable log collection in Log Analytics, and then analyze the logs.

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Question # 45

For each of the following statements, select Yes if the statement is tine. Otherwise, select No. NOTE: Each correct selection is worth one point.

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Question # 46

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

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.

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Question # 47

You have a Custom Vision resource named acvdev in a development environment.

You have a Custom Vision resource named acvprod in a production environment.

In acvdev, you build an object detection model named obj1 in a project named proj1.

You need to move obj1 to acvprod.

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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Question # 48

You have an Azure subscription that contains an Azure Al Document Intelligence resource named Aldoc1 in the SO tier.

You have the lies shown in the following table.

You need to train a custom extraction model by using AIdoc1.

Which files can you upload to Document Intelligence Studio?

A.

File1, and File2 only

B.

File2, File4, and File5 only

C.

File1, File2, and File4 only

D.

File1, and File5 only

E.

File1, File2. File3, File4, and File5

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Question # 49

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?

A.

machine learned

B.

Regex

C.

list

D.

Pattern.any

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Question # 50

You have an Azure Cognitive Search instance that indexes purchase orders by using Form Recognizer

You need to analyze the extracted information by using Microsoft Power Bl. The solution must minimize development effort.

What should you add to the indexer?

A.

a table projection

B.

a projection group

C.

an object projection

D.

a file projection

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Question # 51

You create five bots by using Microsoft Bot Framework Composer.

You need to make a single bot available to users that combines the bots. The solution must support dynamic routing to the bots based on user input.

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

NOTE: Each correct selection is worth one point.

A.

Create an Orchestrator model.

B.

Change the Recognizer/Dispatch type.

C.

Create a composer extension.

D.

Enable WebSockets.

E.

Create a custom recognizer JSON file.

F.

Install the Orchestrator package.

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Question # 52

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.

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

A.

Dispatch

B.

chatdown

C.

Language Understanding

D.

Microsoft Translator

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Question # 54

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?

A.

QnADialogResponseOptions.CardNoMatchText

B.

Qna MakerOptions-ScoreThreshold

C.

Qna Maker Op t ions StrickFilters

D.

QnaMakerOptions.RankerType

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Question # 55

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?

A.

a synonym map

B.

a suggester

C.

a custom analyzer

D.

a built-in key phrase extraction skill

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