Designing and Implementing a Microsoft Azure AI Solution AI-102 Practice Exam Questions Updated

Jonnie Karnath2023-04-21T11:49:08+00:00

Microsoft AI-102 practice exam questions are an invaluable resource for anyone preparing for the Designing and Implementing a Microsoft Azure AI Solution exam. They are regularly updated to reflect the latest exam changes, help you study and prepare with ease, increase your chances of passing on your first attempt, and ultimately achieve brilliant exam results. With AI-102 practice exam questions, you’ll be well on your way to become certified. They are designed to help you study and prepare for the exam with ease, ensuring that you’re confident and ready when the exam day arrives.

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1. DRAG DROP

You need to develop an automated call handling system that can respond to callers in their own language. The system will support only French and English.

Which Azure Cognitive Services service should you use to meet each requirement? To answer, drag the appropriate services to the correct requirements. Each service may be used once, more than once, or not at all. You may need to drag the split bat between panes or scroll to view content. NOTE: Each correct selection is worth one point.

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

Revoke

UPDATE

DROP

CREATE

3. You need to measure the public perception of your brand on social media messages.

Which Azure Cognitive Services service should you use?

Text Analytics

Content Moderator

Computer Vision

Form Recognizer

4. HOTSPOT

You develop a test method to verify the results retrieved from a call to the Computer Vision API. The call is used to analyze the existence of company logos in images. The call returns a collection of brands named brands.

You have the following code segment.

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

5. You have an existing Azure Cognitive Search service.

You have an Azure Blob storage account that contains millions of scanned documents stored as images and PDFs.

You need to make the scanned documents available to search as quickly as possible.

What should you do?

Split the data into multiple blob containers. Create a Cognitive Search service for each container. Within each indexer definition, schedule the same runtime execution pattern.

Split the data into multiple blob containers. Create an indexer for each container. Increase the search units. Within each indexer definition, schedule a sequential execution pattern.

Create a Cognitive Search service for each type of document.

Split the data into multiple virtual folders. Create an indexer for each folder. Increase the search units. Within each indexer definition, schedule the same runtime execution pattern.

6. HOTSPOT

Select the answer that correctly completes the sentence.

7. HOTSPOT

You are creating an enrichment pipeline that will use Azure Cognitive Search. The knowledge store contains unstructured JSON data and scanned PDF documents that contain text.

Which projection type should you use for each data type? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

8. You have a factory that produces food products.

You need to build a monitoring solution for staff compliance with personal protective equipment (PPE) requirements.

The solution must meet the following requirements:

• identify staff who have removed masks or safety glasses.

• Perform a compliance check every 15 minutes.

• Minimize development effort.

• Minimize costs.

Which service should you use?

Face

Computer Vision

Azure Video Analyzer for Media (formerly Video indexer)

9. What is the primary purpose of a data warehouse?

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

to provide transformation services between source and target data stores

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

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

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

You plan to monitor the sales system to ensure that it provides equitable results regardless of the user's location or background.

Which two responsible AI principles provide guidance to meet the monitoring requirements? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point. (Choose two.)

transparency

fairness

inclusiveness

reliability and safety

privacy and security

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11. You need to develop a solution to provide data to executives. The solution must provide an interactive graphical interface, depict various key performance indicators, and support data exploration by using drill down.

What should you use in Microsoft Power Bl?

a report

Microsoft Power Apps

a view

a dataflow

12. HOTSPOT

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.

13. 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?

machine learned

Regex

list

Pattern.any

14. You have an Azure subscription that contains an Anomaly Detector resource. You deploy a Docker host server named Server 1 to the on-premises network. You need to host an instance of the Anomaly Detector service on Server 1.

Which parameter should you include in the docker run command?

Fluentd

Billing

Http Proxy

Mounts

15. You are building a Chatbot by using the Microsoft Bot Framework SDK. The bot will be used to accept food orders from customers and allow the customers to customize each food item. You need to configure the bot to ask the user for additional input based on the type of item ordered. The solution must minimize development effort.

Which two types of dialogs should you use? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

adaptive

action

waterfall

prompt

input

16. Which database transaction property ensures that individual transactions are executed only once and either succeed in their entirety or roll back?

consistency

isolation

atomicity

durability

17. You plan to build an app that will generate a list of tags for uploaded images.

The app must meet the following requirements:

• Generate tags in a user’s preferred language.

• Support English, French, and Spanish.

• Minimize development effort

You need to build a function that will generate the tags for the app.

Which Azure service endpoint should you use?

Custom Vision image classification

Content Moderator Image Moderation

Custom Translator

Computer Vision Image Analysis

18. 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?

From the Azure portal, configure parallel indexing.

Create a text-based indexer by using the REST AP

From the Azure portal, configure scheduled indexing.

Configure field mappings by using the REST AP

19. HOTSPOT

You are reviewing the design of a chatbot. The chatbot includes a language generation file that contains the following fragment.

# Greet(user)

- ${Greeting()}, ${user.name}

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

20. You are designing a conversational interface for an app that will be used to make vacation requests.

The interface must gather the following data:

• The start date of a vacation

• The end date of a vacation

• The amount of required paid time off

The solution must minimize dialog complexity.

Which type of dialog should you use?

Skill

waterfall

adaptive

component

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21. 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?

Yes

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 have an Azure Cognitive Search service.

During the past 12 months, query volume steadily increased.

You discover that some search query requests to the Cognitive Search service are being throttled.

You need to reduce the likelihood that search query requests are throttled.

Solution: You add indexes.

Does this meet the goal?

Yes

23. You develop a Conversational Language Undemanding model by using Language Studio

During testing, users receive incorrect responses to requests that do NOT relate to the capabilities of the model.

You need to ensure that the model identifies spurious requests.

What should you do?

Enable active learning.

Add examples to the custom intents.

Add examples to the None intent

Add entities.

24. DRAG DROP

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.

25. HOTSPOT

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.

26. HOTSPOT

You are building a bot and that will use Language Understanding.

You have a LUDown file that contains the following content.

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.

27. You have an app named App1 that uses an Azure Cognitive Services model to identify anomalies in a time series data stream. You need to run App1 in a location that has limited connectivity. The solution must minimize costs.

What should you use to host the model?

Azure Kubernetes Services (AKS)

a Kubernetes cluster hosted in an Azure Stack Hub integrated system

Azure Container instances

the Docker Engine

28. 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 m 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?

Yes

29. 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

a waterfall chart

a ribbon chart

a bar chart

a decomposition tree

30. HOTSPOT

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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31. HOTSPOT

You are developing a service that records lectures given in English (United Kingdom).

You have a method named AppendToTranscriptFile that takes translated text and a language identifier.

You need to develop code that will provide transcripts of the lectures to attendees in their respective language. The supported languages are English, French, Spanish, and German.

How should you complete the code? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

32. HOTSPOT

You run the following command.

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

33. 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 an Azure Cognitive Search service.

During the past 12 months, query volume steadily increased.

You discover that some search query requests to the Cognitive Search service are being throttled.

You need to reduce the likelihood that search query requests are throttled.

Solution: You migrate to a Cognitive Search service that uses a higher tier.

Does this meet the goal?

Yes

34. DRAG DROP

You are developing a solution for the Management-Bookkeepers group to meet the document processing requirements.

The solution must contain the following components:

A From 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.

35. You build a custom Form Recognizer model.

You receive sample files to use for training the model as shown in the following table.

Which three files can you use to train the model? Each correct answer presents a complete solution. NOTE: Each correct selection is worth one point. (Choose three.)

File1

File2

File3

File4

File5

File6

36. HOTSPOT

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

You have the dialog design shown in the following exhibit.

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

37. 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?

an Index

a view

a scalar function

a table

38. 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?

Custom Vision

Personalizer

Form Recognizer

Computer Vision

39. You are building an Al solution that will use Sentiment Analysis results from surveys to calculate bonuses for customer service staff. You need to ensure that the solution meets the Microsoft responsible Al principles.

What should you do?

Add a human review and approval step before making decisions that affect the staffs financial situation

Include the Sentiment Analysis results when surveys return a low confidence score.

Use all the surveys, including surveys by customers who requested that their account be deleted and their data be removed.

Publish the raw survey data to a central location and provide the staff with access to the location.

40. You need to enable speech capabilities for a chatbot.

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

Enable WebSockets for the chatbot app.

Create a Speech service.

Enable CORS for the chatbot app.

Create a Language Understanding service.

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41. HOTSPOT

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.

42. 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?

component

waterfall

adaptive

action

43. 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?

loggingOptOut

piiCategories

showStats

Model-version

44. HOTSPOT

You are building a chatbot by using the Microsoft Bot Framework SDK.

You use an object named UserProfile to store user profile information and an object named ConversationData to store information related to a conversation.

You create the following state accessors to store both objects in state.

var userStateAccessors = _userState.CreateProperty<UserProfile>(nameof(UserProfile));

var conversationStateAccessors =

_conversationState.CreateProperty<ConversationData>(nameof(ConversationData));

The state storage mechanism is set to Memory Storage.

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

45. You are developing a solution to generate a word cloud based on the reviews of a company’s products.

Which Text Analytics REST API endpoint should you use?

keyPhrases

sentiment

languages

entities/recognition/general

46. DRAG DROP

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.

47. You need to measure the public perception of your brand on social media by using natural language processing.

Which Azure service should you use?

Content Moderator

Form Recognizer

Computer Vision

Language service

48. You plan to perform predictive maintenance.

You collect IoT sensor data from 100 industrial machines for a year. Each machine has 50 different sensors that generate data at one-minute intervals. In total, you have 5,000 time series datasets.

You need to identify unusual values in each time series to help predict machinery failures.

Which Azure Cognitive Services service should you use?

Anomaly Detector

Cognitive Search

Form Recognizer

Custom Vision

49. DRAG DROP

You are developing an application that will recognize faults in components produced on a factory production line. The components are specific to your business.

You need to use the Custom Vision API to help detect common faults.

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.

50. 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?

Sentiment Analysis

Named Entity Recognition

Entity Linking

Key Phrase Extraction

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51. You are building a language model by using a Language Understanding service.

You create a new Language Understanding resource.

You need to add more contributors.

What should you use?

a conditional access policy in Azure Active Directory (Azure AD)

the Access control (1AM) page for the authoring resources in the Azure portal

the Access control (1AM) page for the prediction resources in the Azure portal

52. HOTSPOT

You have a library that contains thousands of images.

You need to tag the images as photographs, drawings, or clipart.

Which service endpoint and response property should you use? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

53. HOTSPOT

You have a collection of press releases stored as PDF files.

You need to extract text from the files and perform sentiment analysis.

Which service should you use for each task? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

54. HOTSPOT

You are developing a text processing solution.

You have the function shown below.

55. What should you use to automatically delete blobs from Azure Blob Storage?

the change feed

a lifecycle management policy

soft delete

archive storage

56. HOTSPOT

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.

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

durability

atomicity

consistency

isolation

58. HOTSPOT

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.

59. 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?

Yes

60. What is a primary characteristic of a relational database?

data is queried and manipulated by using a variant of the SOL language

a lack of dependencies between tables

a flexible data structure

a large amount of duplicate data

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61. You are building a Conversational Language Understanding model.

You need to ensure that the model will support the following sample utterances:

• Set all the lights to on.

• Turn off the lights in the living room.

• What is the current thermostat temperature?

• Lower the temperature of the thermostat by five degrees.

Which three elements should you add to the model?

Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

a location Intent

a change setting entity

a device intent

a change setting intent

a query setting intent

a device entity

62. 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.

an Azure function

an adaptive card

an entity

a dialog

an utterance

63. You are building a social media extension that will convert text to speech.

The solution must meet the following requirements:

• Support messages of up to 400 characters.

• Provide users with multiple voice options.

• Minimize costs.

You create an Azure Cognitive Services resource.

Which Speech API endpoint provides users with the available voice options?

https://uksouth.customvoice.apispeech.microsoft.eom/api/texttospeech/v3.0/longaudiosynthesis/voices

https://uksouth.tts.speech.microsoft.conT/cognitiveservices/voices/list

https://uksouth.voice.speech.microsoft.com/cognitiveservices/v1?deploymentld = {deploymentld>

https://uksouth.api.cognitive.microsoft.eom/speechtotext/v3.0/models/base

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

What should you configure?

a network security group (NSG) for vnet1

Azure Firewall for vnet1

the virtual network settings for ta 1

a Language service container for ta1

65. HOTSPOT

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

66. 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?

raw image binary

form URL encoded

JSON

67. You have an Azure loT hub that receives series data from machinery.

You need to build an app that will perform the following actions:

• Perform anomaly detection across multiple correlated sensors

• Identify the root cause of process stops.

• Send incident alerts

The solution must minimize development time.

Which Azure service should you use?

Azure Metrics Advisor

Form Recognizer

Azure Machine teaming

Anomaly Detector

68. HOTSPOT

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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