AI-102 practice questions 191–200

1. Question 191 · 328 in bank

   You have an Azure AI service model named Model1 that identifies the intent of text input. You develop a Python app named App1. You need to configure App1 to use Model1. Which package should you add to App1?

   • Aazure-cognitiveservices-language-textanalytics
   • Bazure-ai-language-conversations
   • Cazure-mgmt-cognitiveservices
   • Dazure-cognitiveservices-speech

   Show answer

   Answer: B

   Explanation

   The correct package for working with Azure AI service for text intent identification, like Model1, is: A. azure-cognitiveservices-language-textanalytics Therefore, you should add the azure-cognitiveservices-language-textanalytics package to App1 for configuring it to use Model1. This package provides functionalities for working with the Language API in Azure Cognitive Services, which includes text analytics capabilities, such as identifying language and sentiment, and can be used for processing text input to determine intent.

   Source: Adapted from community discussion — warrior1234

   References

   • Microsoft Learn
   • Microsoft Learn

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2. Question 192 · 328 in bank

   HOTSPOT - You are building an app that will automatically translate speech from English to French, German, and Spanish by using Azure AI service. You need to define the output languages and configure the Azure AI Speech service. How should you complete the code? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

   

   This is an interactive task on the real exam — a drag-and-drop, hotspot or ordering question. There is nothing to select here, so the answer is shown below for reference.

   Show the answer figure

   Answer: See figure below

   

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3. Question 193 · 328 in bank

   DRAG DROP - You plan to implement an Azure AI Search resource that will use custom skill based on sentiment analysis. You need to create a custom model and configure Azure AI Search use the model. 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.

   

   This is an interactive task on the real exam — a drag-and-drop, hotspot or ordering question. There is nothing to select here, so the answer is shown below for reference.

   Show the answer figure

   Answer: See figure below

   Explanation

   1. Create an Azure Machine Learning workspace. 2. Create and train the model in the Azure Machine Learning studio. 3. Create an endpoint for the model. 4. Connect the custom skill to the endpoint. 5. Rerun the indexer to enrich the index.

   Source: Adapted from community discussion — fba825b

   References

   • Microsoft Learn
   • Microsoft Learn

   

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4. Question 194 · 328 in bank

   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.

   

   This is an interactive task on the real exam — a drag-and-drop, hotspot or ordering question. There is nothing to select here, so the answer is shown below for reference.

   Show the answer figure

   Answer: See figure below

   Explanation

   Updated version of topic 3 question 46. So according to the discussion in that question the correct answer is: AI Vision AI Language

   Source: Adapted from community discussion — Madeira

   References

   • Microsoft Learn

   

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5. Question 195 · 328 in bank

   You are building an internet-based training solution. The solution requires that a user's camera and microphone remain enabled. You need to monitor a video stream of the user and verify that the user is alone and is not collaborating with another user. The solution must minimize development effort. What should you include in the solution?

   • Aspeech-to-text in the Azure AI Speech service
   • Bobject detection in Azure AI Custom Vision
   • CSpatial Analysis in Azure AI Vision
   • Dobject detection in Azure AI Custom Vision

   Show answer

   Answer: C

   Explanation

   To monitor a video stream of the user and verify that the user is alone and not collaborating with another user, you should include Spatial Analysis in Azure AI Vision in your solution. This service can analyze the spatial relationships between people, movements, and interactions in a physical space using video data. So, the correct answer is: C. Spatial Analysis in Azure AI Vision

   Source: Adapted from community discussion — MarceloManhaes

   References

   • Microsoft Learn
   • Microsoft Learn

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6. Question 196 · 328 in bank

   You are developing an app that will use the Speech and Language APIs. You need to provision resources for the app. The solution must ensure that each service is accessed by using a single endpoint and credential. Which type of resource should you create?

   • AAzure AI Language
   • BAzure AI Speech
   • CAzure AI Services
   • DAzure AI Content Safety

   Show answer

   Answer: C

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7. Question 197 · 328 in bank

   HOTSPOT - You are building an app that will automatically translate speech from English to French, German, and Spanish by using Azure AI service. You need to define the output languages and configure the Azure AI Speech service. How should you complete the code? To answer, select the appropriate options in the answer area. NOTE: Each correct selection is worth one point.

   

   This is an interactive task on the real exam — a drag-and-drop, hotspot or ordering question. There is nothing to select here, so the answer is shown below for reference.

   Show the answer figure

   Answer: See figure below

   

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8. Question 198 · 328 in bank

   You are developing a text processing solution. You have the following function.

   

   You call the function and use the following string as the second argument. Our tour of London included a visit to Buckingham Palace What will the function return?

   • ALondon and Buckingham Palace only
   • BTour and visit only
   • CLondon and Tour only
   • DOur tour of London included visit to Buckingham Palace

   Show answer

   Answer: A

   Explanation

   The correct answer is A. London and Buckingham Palace only. Explanation: In this function, the RecognizeEntities method of the TextAnalyticsClient is used to extract named entities from the provided text. Named entities typically include proper nouns such as names of places, people, and organizations. In the provided string, "Our tour of London included a visit to Buckingham Palace", the named entities that would be recognized are "London" and "Buckingham Palace", as these are specific locations. Other words like "tour" and "visit" are common nouns and are unlikely to be identified as entities in this context by RecognizeEntities. Therefore, the function will return "London" and "Buckingham Palace" only.

   Source: Adapted from community discussion — a8da4af

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9. Question 199 · 328 in bank

   You are building an Azure AI 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?

   • APattern.any
   • Bmachine-learning
   • Cregular expression
   • Dlist

   Show answer

   Answer: D

   Explanation

   A. Pattern Any From: https://learn.microsoft.com/en-us/azure/ai-services/luis/concepts/patterns-features#patternany-entity For Airports this means: You can exrpess the Airport Name in Full as "John F. Kennedy International Airport" or in short with the code as "JFK" LUIS will have to get both as the same

   Source: Adapted from community discussion — Toby86

   References

   • Microsoft Learn
   • Microsoft Learn
   • Microsoft Learn
   • Microsoft Learn

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10. Question 200 · 328 in bank

    Select 2

    You are building an Azure WebJob that will create knowledge bases from an array of URLs. You instantiate a QnAMakerClient object that has the relevant API keys and assign the object to a variable named client. You need to develop a method to create the knowledge bases. Which two actions should you include in the method? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

    • ACreate a list of FileDTO objects that represents data from the WebJob.
    • BCall the client.Knowledgebase.CreateAsync method.
    • CCreate a list of QnADTO objects that represents data from the WebJob.
    • DCreate a CreateKbDTO object.

    Show answer

    Answer: BD

    Explanation

    Answer :: B & D A. Create a list of FileDTO objects that represents data from the WebJob. NO - as it is from URL - so optional B. Call the client.Knowledgebase.CreateAsync method. YES - Mandatory to Call the Method C. Create a list of QnADTO objects that represents data from the WebJob. NO - as it is from URL - so optional D. Create a CreateKbDTO object. YES - Mandatory to Create Go through the lines starting line 92 at below URL: https://github.com/Azure-Samples/cognitive-services-qnamaker-csharp/blob/master/documentation-samples/quickstarts/Knowledgebase_Quickstart/Program.cs

    Source: Adapted from community discussion — reachmymind

    References

    • Microsoft Learn
    • Microsoft Learn

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AI-102 practice, question 191. 328 questions available.