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AI-102 Sample Questions Answers

Questions 4

You are developing the smart e-commerce project.

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

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

NOTE: Each correct selection is worth one point.

Options:

A.

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

B.

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

C.

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

D.

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

E.

Set the searchAnalyzer property for the three product name variants.

F.

Set the analyzer property for the three product name variants.

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Questions 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.

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.

Options:

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Questions 7

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?

Options:

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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Questions 8

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.

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Questions 9

You are building a solution that students will use to find references for essays. You use the following code to start building the solution.

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

Options:

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Questions 10

You have a factory that produces cardboard packaging for food products. The factory has intermittent internet connectivity.

The packages are required to include four samples of each product.

You need to build a Custom Vision model that will identify defects in packaging and provide the location of the defects to an operator. The model must ensure that each package contains the four products.

Which project type and domain should you use? To answer, drag the appropriate options to the correct targets. Each option 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 11

You are training a Language Understanding model for a user support system.

You create the first intent named GetContactDetails and add 200 examples.

You need to decrease the likelihood of a false positive.

What should you do?

Options:

A.

Enable active learning.

B.

Add a machine learned entity.

C.

Add additional examples to the GetContactDetails intent.

D.

Add examples to the None intent.

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Questions 12

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 13

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 a network security group (NSG) for vnet1.

Does this meet the goal?

Options:

A.

Yes

B.

No

Questions 14

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 15

Select the answer that correctly completes the sentence.

Options:

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Questions 16

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.

Options:

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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Questions 17

You plan to provision Azure AI service resources by using the following method.

Options:

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Questions 18

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?

Options:

A.

Univariate Anomaly Detection

B.

Azure Stream Analytics

C.

metric alerts in Azure Monitor

D.

Multivariate Anomaly Detection

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Questions 19

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

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

Options:

A.

Add alternate questions.

B.

Enable chit-chat.

C.

Add follow-up prompts.

D.

Enable active learning.

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Questions 20

Select the answer that correctly completes the sentence.

Options:

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Questions 21

You have a Language Understanding solution that runs in a Docker container.

You download the Language Understanding container image from the Microsoft Container Registry (MCR).

You need to deploy the container image to a host computer.

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 22

You are building a chatbot.

You need to ensure that the bot will recognize the names of your company's products and codenames. The solution must minimize development effort.

Which Azure Cognitive Service for Language service should you include in the solution?

Options:

A.

custom text classification

B.

entity linking

C.

custom Named Entity Recognition (NER)

D.

key phrase extraction

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Questions 23

You are building an Azure Cognitive Search custom skill.

You have the following custom skill schema definition.

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

NOTE: Each correct selection is worth one point.

Options:

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Questions 24

You build a conversational bot named bot1.

You need to configure the bot to use a QnA Maker application.

From the Azure Portal, where can you find the information required by bot1 to connect to the QnA Maker application?

Options:

A.

Access control (IAM)

B.

Properties

C.

Keys and Endpoint

D.

Identity

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Questions 25

You need to create a visualization of running sales totals per quarter as shown in the following exhibit.

What should you create in Cower Bl Desktop;1

Options:

A.

a waterfall chart

B.

a ribbon chart

C.

a bar chart

D.

a decomposition tree

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Questions 26

You have an Azure subscription that contains an Azure OpenA1 resource named AH.

You plan to build an app named App1 that will write press releases by using AM.

You need to deploy an Azure OpenA1 model for Appl. The solution must minimize development effort.

Which three actions should you perform in sequence in Azure OpenAI Studio? 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 27

You are building an app that will process incoming email and direct email messages to either French or English language support teams.

Which Azure Cognitive Services API 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 28

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 29

You need to build a chatbot that meets the following requirements:

Supports chit-chat, knowledge base, and multilingual models

Performs sentiment analysis on user messages

Selects the best language model automatically

What should you integrate into the chatbot?

Options:

A.

QnA Maker, Language Understanding, and Dispatch

B.

Translator, Speech, and Dispatch

C.

Language Understanding, Text Analytics, and QnA Maker

D.

Text Analytics, Translator, and Dispatch

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Questions 30

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 31

You have a mobile app that manages printed forms.

You need the app to send images of the forms directly to Forms Recognizer to extract relevant information. For compliance reasons, the image files must not be stored in the cloud.

In which format should you send the images to the Form Recognizer API endpoint?

Options:

A.

raw image binary

B.

form URL encoded

C.

JSON

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Questions 32

You have an Azure OpenAI model named All.

You are building a web app named App1 by using the Azure OpenAI SDK You need to configure App1 to connect to All What information must you provide?

Options:

A.

the endpoint, key, and model name

B.

the deployment name, endpoint. and key

C.

the endpoint, key, and model type

D.

the deployment name, key, and model name

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Questions 33

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 34

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

Options:

A.

Content Moderator

B.

Form Recognizer

C.

Computer Vision

D.

Language service

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Questions 35

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 36

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

You build an app named App1 that analyzes PDF files for handwritten content by using DM.

You need to ensure that App1 will recognize the handwritten content.

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 37

Which Azure Storage service implements the key/value model?

Options:

A.

Azure Files

B.

Azure Blob

C.

Azure Table

D.

Azure Queue

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Questions 38

You are building a transcription service for technical podcasts.

Testing reveals that the service fails to transcribe technical terms accurately.

You need to improve the accuracy of the service.

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

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

Options:

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Questions 39

You have an Azure subscription that contains an Azure OpenA1 resource named All.

You plan to develop a console app that will answer user questions.

You need to call All and output the results to the console.

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 40

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 41

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 42

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 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 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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Questions 45

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 46

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 47

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 48

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 49

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 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

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Exam Code: AI-102
Exam Name: Designing and Implementing a Microsoft Azure AI Solution
Last Update: Jan 25, 2025
Questions: 324
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