Microsoft Designing and Implementing a Microsoft Azure AI Solution (AI-102)

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 component to meet the technical requirements and the chatbot requirements.

What should you add?

You have an Azure subscription that contains a storage account named sa1 and an Azure AI Document Intelligence resource named DI1.

You need to create and train a custom model in DI1 by using Document Intelligence Studio. The solution must minimize development effort.

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.

You are a developing a solution for the Management-Bookkeepers group to meet the document processing requirements. The solution must contain the following components:

• An Azure Document Intelligence in Foundry Tools resource

• The Azure Document Intelligence in Foundry Tools Studio

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.

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.

You plan create an index for an Azure Cognitive Search service by using the Alure portal. The Cognitive Search service will connect to an Azure SQL database.

The Azure SQL database contains a table named UserMessages. Each row in UserMessages has a field named MessageCcpy that contains the text of social media messages sent by a user.

Users will perform full text searches against the MessageCopy field, and the values of the field will be shown to the users.

You need to configure the properties of the index for the MessageCopy field to support the solution.

Which attributes should you enable for the field?

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 tallowing 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?

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.

You are examining the Language service 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 Language service API is used to analyze the text?

You have an Azure IoT hub that receives sensor 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?

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

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

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

NOTE: Each correct selection is worth one point.

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.

You are developing the knowledgebase by using Azure AI 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.

Hot Area:

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?

You have a Conversational Language Understanding model.

You export the model as a JSON file. The following is a sample of the file.

What represents the Weather. Historic entity in the sample utterance?

You have a that was built by using the Microsoft Bot Framework composer 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.

Hot Area:

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?

Note: This question is part of a series of questions that present the same scenario. Each 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 Conversational Language Understanding. 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 Conversational Language Understanding.

Solution: You create a new intent for location.

Does this meet the goal?

Note: This question is part of a series of questions that present the same scenario. Each 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 Conversational Language Understanding. The language model is used to search for information on a contact list by using an intent named Find Contact.

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 Conversational Language Understanding.

Solution: You create a new entity for the domain

Does this meet the goal?

Note: This question is part of a series of questions that present the same scenario. Each 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 Conversational Language Understanding. 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 Conversational Language Understanding.

Solution: You create a new entity for the domain

Does this meet the goal?

You develop an app in C# named App1 that performs speech-to-speech translation.

You need to configure App1 to translate English to German.

How should you complete the speechTranslationconfig object? 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 be need to drag the split bar between panes or scroll to view content.

NOTE: Each correct selection is worth one point

Select and Place:

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 options in the answer area.

NOTE: Each correct selection is worth one point.

Hot Area:

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:

• Identity 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?

You have a Language service resource that performs the following:

• Sentiment analysis
• Named Entity Recognition (NER)
• Personally Identifiable Information (PID 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?

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?

You have a mobile app that manages printed forms.

You need the app to send images of the forms directly to Forms 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?

You have a Language Understanding model.

You need to migrate the model to a new Language service Conversational Language Understanding project.

Which file format should you use to export the model?

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.

Hot Area:

You have a set of images and PDF files that contain handwritten and printed notes, numbers, and phone numbers.

You need to recommend a solution to extract the handwritten and printed text from the images and PDF files. The solution must minimize development effort.

What should you include in the recommendation? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

You make an API request and receive the results 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.

You have a collection of Microsoft Word documents and PowerPoint presentations in German.

You need to create a solution to translate the files to French. The solution must meet the following requirements:

• Preserve the original formatting of the files.

• Support the use of a custom glossary.

You create a blob container for German files and a blob container for French files. You upload the original files to the container for German files.

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

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.

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.

You are building a call handling system that will perform the following actions:

• Accept incoming voicemails in French.

• Convert voicemails from French to English.

Which Azure Speech in Foundry Tools SDK class should you use for each action? To answer, select the appropriate options in the answer area.

NOTE: Each correct selection is worth one point.

You are building a Language Understanding solution.

You discover that many intents have similar utterances containing airport names or airport codes.

You need to minimize the number of utterances used to train the model.

Which type of custom entity should you use?

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.

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?

You are building a message handling system that will use the Azure Translator in Foundry Tools service.

You need to ensure that incoming messages are translated to English.

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

NOTE: Each correct selection is worth one point.

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.

You are developing a method for an application that uses the Azure Translator in Foundry Tools API. The method will receive the content of a webpage, and then translate the content into Greek (el), The result will also contain a transliteration that uses the Roman alphabet. You need to create the URI for the call to the Azure Translator in Foundry Tools API. You have the following URI. https ://api.cognitive.microsofttrans1ator.com/translate ?api -version-3.0 Which three additional query parameters should you include in the URI?

Each correct answer presents part of the solution.

NOTE: Each correct selection is worth one point.

You are building a flight booking bot by using the Microsoft Bot Framework SDK.

The bot will ask users for their departure date. The bot must repeat the question until a valid date is given, or the users cancel the transaction.

Which type of dialog should you use?

You have an Azure subscription that contains an Azure Language in Foundry Tools service resource named Resource1.

You query Resource1 by running a clJRL command 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,

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

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

You need to run model1 on Host1.

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

Select and Place:

You have a custom Azure OpenAl model.

You have the files shown in the following table.

You need to prepare training data for the model by using the OpenAl CLI data preparation tool.

Which files can you upload to the tool?

You have an Azure subscription that contains an Anomaly Detector resource.

You deploy a Docker host server named Server1 to the on-premises network.

You need to host an instance of the Anomaly Detector service on Server1.

Which parameter should you include in the docker run command?

You have an Azure subscription that contains a Content Safety in Foundry Control Plane resource.

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

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

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

NOTE: Each correct selection is worth one point.

You are building an AI 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 A1 principles.

What should you do?

You have an Azure subscription that has the following configurations:

• Subscription ID: 8d3591aa-96b8-4737-ad09-00f9b1ed35ad

• Tenant ID: 3edfe572-cb54-3ced-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.

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

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

Which three actions should you perform in sequence 10 answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.

Select and Place:

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

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

• Generates alerts when employees enters high-risk areas

• Monitors video feeds in real time

• Minimizes development effort

What should you recommend?

You are developing an application that will detect faulty components produced on a factory production line. The components are

specific to your business.

You need to use the Azure 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.

You develop a custom question answering project in Azure Cognitive Service for 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?

You have a large collection of image files and PDF documents stored in an Azure Storage account. The documents contain tabular data.

You need to extract the tables into a structured format that can be imported into a database, The solution must minimize development effort.

What should you use?

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.

Hot Area:

You have a Semantic Kernel agent that provides answers to product questions.

You plan to extend the capabilities of the agent to answer questions about the status of orders.

You need to ensure that the agent answers order status questions as quickly as possible. The solution must minimize development

effort.

What should you include in the solution?

You are developing an application that will use the Computer Vision client library. The application has 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.

Hot Area:

You are building an app that will process scanned expense claims and extract and label the following data:

• Merchant information
• Time of transaction
• Date of transaction
• Taxes paid
• Total cost

You need to recommend an Azure Document Intelligence in Foundry Tools model for the app. The solution must minimize development effort.

What should you use?

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.

After you answer a question in this section. you will NOT be able to return to it. As a result. these questions will not appear in the review screen.

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

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

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

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

Does this meet the goal?

You have an Azure Al Search solution and a collection of handwritten letters stored as JPEG files.

You plan to index the collection. The solution must ensure that queries can be performed on the contents of the letters.

You need to create an indexer that has a skillset.

Which skill should you include?

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.

After you answer a question in this section. you will NOT be able to return to it. As a result. these questions will not appear in the review screen.

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

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

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

Solution: From Language Studio, you remove all the chit-chat question and answer pairs, and then retrain and republish the model.

Does this meet the goal?

Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals. Some question sets might have more than one correct solution, while others might not have a correct solution.

After you answer a question in this section. you will NOT be able to return to it. As a result. these questions will not appear in the review screen.

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

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

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

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

Does this meet the goal?

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 of actions to the answer area and arrange them in the correct order.

Select and Place:

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.

Hot Area:

You are building a retail kiosk system that will use a custom neural voice. You acquire audio samples and consent from the voice talent.

You need to create a voice talent profile.

What should you upload to the profile?

You have a Language Understanding resource named lu1.

You build and deploy an Azure bot named bot1 that uses lu1.

You need to ensure that bot1 adheres to the Microsoft responsible AI principle of inclusiveness.

How should you extend bot1?

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 users 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?

You are building content for a video training solution.

You need to create narration to accompany the video content. The solution must use Custom Neural Voice.

What should you use to create a custom neural voice, and which service should you use to generate the narration?

To answer, select the appropriate options in the answer area.

NOTE: Each correct answer is worth one point.

Hot Area:

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.

Select and Place:

You have an Azure Cognitive Search resource named Search1 that is used by multiple apps.

You need to secure Search1. The solution must meet the following requirements:

• Prevent access to Search1 from the internet.

• Limit the access of each app to specific queries.

What should you do? To answer, select the appropriate options in the answer area.

NOTE: Each correct answer is worth one point.

Hot Area:

You plan to provision Azure Cognitive Services resources by using the method shown below.

You need to create a standard tier Azure resource that will convert scanned receipts to text.

How should you call the method? ASTXT

You are building a chatbot.

You need to configure the chatbot to query a knowledge base.

Which dialog class should you use?

You are building an app that will scan confidential documents and use the Language service to analyze the contents.

You need provision an Azure Cognitive Services resource.

You need to ensure that the app can make requests to the Language service endpoint. The solution must ensure that confidential documents remain on-premises.

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 

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?

You have a text-based chatbot.

You need to enable content moderation by using the Text Moderation API of Content Moderator.

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

NOTE: Each correct selection is worth one point.

You have an Azure subscription that has the following configurations:

• Subscription ID: 8d3591aa-96b8-4737-ad09-OOf9b1ed35ad

• Tenant ID: 3edfe572-cb54-3ced-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.

Hot Area:

You build a bot.

You create an Azure Bot resource.

You need to deploy the bot to Azure.

What else should you create?