Weekend Sale - Limited Time 70% Discount Offer - Ends in 0d 00h 00m 00s - Coupon code: mxmas70

Home > Microsoft > Azure AI Engineer Associate > AI-102

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

Question # 4

You need to upload speech samples to a Speech Studio project. How should you upload the samples?

A.

Combine the speech samples into a single audio file in the .wma format and upload the file.

B.

Upload a .zip file that contains a collection of audio files in the .wav format and a corresponding text transcript file.

C.

Upload individual audio files in the FLAC format and manually upload a corresponding transcript in Microsoft Word format.

D.

Upload individual audio files in the .wma format.

Full Access
Question # 5

You have the following C# method.

You need to deploy an Azure resource to the East US Azure region. The resource will be used to perform sentiment analysis.

How should you call the method?

A.

create_resource("res1", "ContentModerator", "S0", "eastus")

B.

create_resource("res1", "TextAnalytics", "S0", "eastus")

C.

create_resource("res1", "ContentModerator", "Standard", "East US")

D.

create_resource("res1", "TextAnalytics", "Standard", "East US")

Full Access
Question # 6

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.

Full Access
Question # 7

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?

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

Full Access
Question # 8

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.

Full Access
Question # 9

You are developing a monitoring system that will analyze engine sensor data, such as rotation speed, angle, temperature, and pressure. The system must generate an alert in response to atypical values.

What should you include in the solution?

A.

Application Insights in Azure Monitor

B.

metric alerts in Azure Monitor

C.

Multivariate Anomaly Detection

D.

Univariate Anomaly Detection

Full Access
Question # 10

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?

A.

Sentiment Analysis

B.

Named Entity Recognition

C.

Entity Linking

D.

Key Phrase Extraction

Full Access
Question # 11

You are building a chatbot by using the Microsoft Bot Framework Composer as shown in the exhibit. (Click theExhibittab.)

The chatbot contains a dialog named GetUserDetails. GetUserDetails contains a TextInput control that prompts users for their name.

The user input will be stored in a property namedname.

You need to ensure that you can dispose of the property when the last active dialog ends.

Which scope should you assign toname?

A.

dialog

B.

user

C.

curn

D.

conversation

Full Access
Question # 12

You are building a chatbot by using Microsoft Bot Framework Composer.

You need to configure the chatbot to present a list of available options. The solution must ensure that an image is provided for each option.

Which two features should you use? Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

A.

an Azure function

B.

an adaptive card

C.

an entity

D.

a dialog

E.

an utterance

Full Access
Question # 13

You are developing a new sales system that will process the video and text from a public-facing website.

You plan to notify users that their data has been processed by the sales system.

Which responsible AI principle does this help meet?

A.

transparency

B.

fairness

C.

inclusiveness

D.

reliability and safety

Full Access
Question # 14

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 create a new model, and then upload the new images and labels.

Does this meet the goal?

A.

Yes

B.

No

Full Access
Question # 15

You have a SQL query that combines customer data and order data. The query includes calculated columns. You need to create a database object that would allow other users to rerun the same SOL query. What should you create?

A.

an Index

B.

a view

C.

a scalar function

D.

a table

Full Access
Question # 16

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?

A.

Yes

B.

No

Full Access
Question # 17

You have a Language service resource that performs the following:

• Sentiment analysis

• Named Entity Recognition (NER)

• Personally Identifiable Information (Pll) identification

You need to prevent the resource from persisting input data once the data is analyzed. Which query parameter in the Language service API should you configure?

A.

loggingOptOut

B.

piiCategories

C.

showStats

D.

Model-version

Full Access
Question # 18

A1 You have an Azure OpenA1 resource named AH that hosts three deployments of the GPT 3.5 model. Each deployment is optimized for a unique workload.

You plan to deploy three apps. Each app will access AM by using the REST API and will use the deployment that was optimized for the apps intended workload.

You need to provide each app with access to AH and the appropriate deployment. The solution must ensure that only the apps can access AM.

What should you use to provide access to AM. and what should each app use to connect to its appropriate deployment? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

Full Access
Question # 19

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

Full Access
Question # 20

You are building an app that will include one million scanned magazine articles. Each article will be stored as an image file. You need to configure the app to extract text from the images. The solution must minimize development effort. What should you include in the solution?

A.

Computer Vision Image Analysis

B.

the Read API in Computer Vision

C.

Form Recognizer

D.

Azure Cognitive Service for Language

Full Access
Question # 21

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

Full Access
Question # 22

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.

Full Access
Question # 23

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

NOTE: Each correct selection Is worth one point.

A.

reduced administrative effort for managing the server infrastructure

B.

complete control over backup and restore processes

C.

in-database machine learning services S3

D.

access to the latest features

Full Access
Question # 24

You are designing a conversation flow to be used in a chatbot.

You need to test the conversation flow by using the Microsoft Bot Framework Emulator.

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

NOTE:Each correct selection is worth one point.

Full Access
Question # 25

You are developing an application that includes language translation.

The application will translate text retrieved by using a function namedgetTextToBeTranslated. 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.

Full Access
Question # 26

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?

A.

searchable, facetable, and retrievable

B.

retrievable, filterable, and sortable

C.

retrievable, facetable, and key

D.

searchable, sortable, and retrievable

Full Access
Question # 27

You are building a multilingual chatbot.

You need to send a different answer for positive and negative messages.

Which two Text Analytics APIs should you use? Each correct answer presents part of the solution. (Choose two.)

NOTE: Each correct selection is worth one point.

A.

Linked entities from a well-known knowledge base

B.

Sentiment Analysis

C.

Key Phrases

D.

Detect Language

E.

Named Entity Recognition

Full Access
Question # 28

You have an Azure subscription that contains an Azure OpenA1 resource. You configure a model that has the following settings:

• Temperature: 1

• Top probabilities: 0.5

• Max response tokens: 100

You ask the model a question and receive the following response.

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

NOTE: Each correct selection is worth point.

Full Access
Question # 29

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?

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.

Full Access
Question # 30

Your company uses an Azure Cognitive Services solution to detect faces in uploaded images. The method to detect the faces uses the following code.

You discover that the solution frequently fails to detect faces in blurred images and in images that contain sideways faces.

A.

Use a different version of the Face API.

B.

Use the Computer Vision service instead of the Face service.

C.

Use the Identify method instead of the Detect method.

D.

Change the detection model.

You need to increase the likelihood that the solution can detect faces in blurred images and images that contain sideways faces.

What should you do?

Full Access
Question # 31

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.

Full Access
Question # 32

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.

Full Access
Question # 33

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.

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

Full Access
Question # 34

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

Full Access
Question # 35

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

Full Access
Question # 36

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.

Full Access
Question # 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?

A.

QnADialogResponseOptions.CardNoMatchText

B.

Qna MakerOptions-ScoreThreshold

C.

Qna Maker Op t ions StrickFilters

D.

QnaMakerOptions.RankerType

Full Access
Question # 38

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.

Full Access
Question # 39

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.

Full Access
Question # 40

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.

Full Access
Question # 41

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.

Full Access
Question # 42

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.)

Full Access
Question # 43

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.

Full Access
Question # 44

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.

Full Access