AI-102 practice questions 51–60

1. Question 51 · 328 in bank

   HOTSPOT - 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.

   

   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. subscriptions/8d3591aa-96b8-4737-ad09-00f9b1ed35ad 2. Microsoft.CognitiveServices https://learn.microsoft.com/en-us/azure/cognitive-services/cognitive-services-apis-create-account?tabs=multiservice%2Canomaly-detector%2Clanguage-service%2Ccomputer-vision%2Cwindows#types-of-cognitive-services-resources You can access Azure Cognitive Services through two different resources: A multi-service resource, or a single-service one. - Multi-service resource: Access multiple Azure Cognitive Services with a single key and endpoint. Consolidates billing from the services you use.

   Source: Adapted from community discussion — zellck

   References

   • Microsoft Learn
   • Microsoft Learn

   

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2. Question 52 · 328 in bank

   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?

   • AFluentd
   • BBilling
   • CHttp Proxy
   • DMounts

   Show answer

   Answer: B

   Explanation

   The answer is correct. Important The Eula, Billing, and ApiKey options must be specified to run the container; otherwise, the container won't start. For more information, see Billing. The ApiKey value is the Key from the Keys and Endpoints page in the LUIS portal and is also available on the Azure Cognitive Services resource keys page. https://learn.microsoft.com/en-us/azure/cognitive-services/luis/luis-container-configuration#example-docker-run-commands

   Source: Adapted from community discussion — Tin_Tin

   References

   • Microsoft Learn
   • Microsoft Learn
   • Microsoft Learn

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3. Question 53 · 328 in bank

   Select 2

   You are building an app that will use the Speech service. You need to ensure that the app can authenticate to the service by using a Microsoft Azure Active Directory (Azure AD), part of Microsoft Entra, token. Which two actions should you perform? Each correct answer presents part of the solution. NOTE: Each correct selection is worth one point.

   • AEnable a virtual network service endpoint.
   • BConfigure a custom subdomain.
   • CRequest an X.509 certificate.
   • DCreate a private endpoint.
   • ECreate a Conditional Access policy.

   Show answer

   Answer: BD

   Explanation

   under MS Documentation link: https://learn.microsoft.com/en-us/azure/ai-services/speech-service/role-based-access-control#authentication-with-keys-and-token you will find: "To authenticate with a Microsoft Entra token, the Speech resource must have a custom subdomain and use a private endpoint. The Speech service uses custom subdomains with private endpoints only."

   Source: Adapted from community discussion — marras

   References

   • Microsoft Learn

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4. Question 54 · 328 in bank

   HOTSPOT - You plan to deploy an Azure OpenAI resource by using an Azure Resource Manager (ARM) template. You need to ensure that the resource can respond to 600 requests per minute. How should you complete the template? 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

   Answer is correct: Azure OpenAI allows you to manage how frequently your application can make inferencing requests. Your rate limits are based on Tokens-per-Minute (TPM). For example, if you have a capacity of 1, this equals 1,000 TPM, and the rate limit of requests you can make per minute (RPM) is calculated using a ratio. For every 1,000 TPM, you can make 6 RPM. So, if you need to process 600 requests every minute, you'll require a TPM that supports that many RPM. Using the ratio, for 600 RPM, you need 100,000 TPM (because 600 divided by 6 equals 100, and 100 multiplied by 1,000 equals 100,000). In this scenario, you would set the capacity to 100, since each capacity unit equals 1,000 TPM.

   Source: Adapted from community discussion — chandiochan

   References

   • Microsoft Learn

   

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5. Question 55 · 328 in bank

   DRAG DROP - You have an app that manages feedback. You need to ensure that the app can detect negative comments by using the Sentiment Analysis API in Azure AI Language. The solution must ensure that the managed feedback remains on your company’s internal network. 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. NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select.

   

   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. Provision the Language service resource in Azure. This step involves creating the Azure Language service resource, which will provide you with the necessary credentials and endpoint URL to use the Sentiment Analysis API. 2. Deploy a Docker container to an on-premises server. By deploying a Docker container on-premises, you can run the Sentiment Analysis API locally, ensuring that the feedback data does not leave your internal network. 3. Run the container and query the prediction endpoint. Once the container is running on your on-premises server, you can start sending feedback data to the Sentiment Analysis API by querying the prediction endpoint provided by the Language service.

   Source: Adapted from community discussion — NullVoider_0

   References

   • Microsoft Learn

   

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6. Question 56 · 328 in bank

   Select 2

   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.

   • Atransparency
   • Bfairness
   • Cinclusiveness
   • Dreliability and safety
   • Eprivacy and security

   Show answer

   Answer: BC

   Explanation

   BC is the answer. https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/innovate/best-practices/trusted-ai#fairness Fairness is a core ethical principle that all humans aim to understand and apply. This principle is even more important when AI systems are being developed. Key checks and balances need to make sure that the system's decisions don't discriminate or run a gender, race, sexual orientation, or religion bias toward a group or individual. https://learn.microsoft.com/en-us/azure/cloud-adoption-framework/innovate/best-practices/trusted-ai#inclusiveness Inclusiveness mandates that AI should consider all human races and experiences, and inclusive design practices can help developers to understand and address potential barriers that could unintentionally exclude people. Where possible, speech-to-text, text-to-speech, and visual recognition technology should be used to empower people with hearing, visual, and other impairments.

   Source: Adapted from community discussion — zellck

   References

   • Microsoft Learn
   • Microsoft Learn

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7. Question 57 · 328 in bank

   HOTSPOT - You have an Azure OpenAI resource named AI1 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 AI1 by using the REST API and will use the deployment that was optimized for the app's intended workload. You need to provide each app with access to AI1 and the appropriate deployment. The solution must ensure that only the apps can access AI1. What should you use to provide access to AI1, 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.

   

   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

   API Key Deployment Name: curl $AZURE_OPENAI_ENDPOINT/openai/deployments/gpt-35-turbo-instruct/completions?api-version=2023-05-15 \ -H "Content-Type: application/json" \ -H "api-key: $AZURE_OPENAI_API_KEY" \ -d "{\"prompt\": \"Once upon a time\"}" The format of your first line of the command with an example endpoint would appear as follows curl https://docs-test-001.openai.azure.com/openai/deployments/{YOUR-DEPLOYMENT_NAME_HERE}/completions?api-version=2023-05-15 \. If you encounter an error double check to make sure that you don't have a doubling of the / at the separation between your endpoint and /openai/deployments.

   Source: Adapted from community discussion — chandiochan

   References

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

   

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8. Question 58 · 328 in bank

   You build a bot by using the Microsoft Bot Framework SDK. You start the bot on a local computer. You need to validate the functionality of the bot. What should you do before you connect to the bot?

   • ARun the Bot Framework Emulator.
   • BRun the Bot Framework Composer.
   • CRegister the bot with Azure Bot Service.
   • DRun Windows Terminal.

   Show answer

   Answer: A

   Explanation

   Before connecting to the bot and validating its functionality, you should run the Bot Framework Emulator. The Bot Framework Emulator is a powerful tool that allows you to test and debug your bot locally

   Source: Adapted from community discussion — Murtuza

   References

   • Microsoft Learn

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9. Question 59 · 328 in bank

   You have an Azure OpenAI model named AI1. You are building a web app named App1 by using the Azure OpenAI SDK. You need to configure App1 to connect to AI1. What information must you provide?

   • Athe endpoint, key, and model name
   • Bthe deployment name, key, and model name
   • Cthe deployment name, endpoint, and key
   • Dthe endpoint, key, and model type

   Show answer

   Answer: C

   Explanation

   To connect to an Azure OpenAI model using the Azure OpenAI SDK, you need to provide: The deployment name of the model that you want to use. This is the name that you assigned to the model when you deployed it. The endpoint of your Azure OpenAI resource. This is the URL that you can find in the Overview section of your resource in the Azure portal or by using the Azure CLI. The key of your Azure OpenAI resource. This is the API key that you can find in the Keys and Endpoint section of your resource in the Azure portal or by using the Azure CLI.

   Source: Adapted from community discussion — GHill1982

   References

   • Microsoft Learn
   • Microsoft Learn

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10. Question 60 · 328 in bank

    You are building a solution in Azure that will use Azure Cognitive Service for Language to process sensitive customer data. You need to ensure that only specific Azure processes can access the Language service. The solution must minimize administrative effort. What should you include in the solution?

    • AIPsec rules
    • BAzure Application Gateway
    • Ca virtual network gateway
    • Dvirtual network rules

    Show answer

    Answer: D

    Explanation

    answer is virtual network rules. why? because it helps configure IP range address to restrict access to an end point only to services deployed in those IP ranges. this way the access can be restricted. Gateway can work but too much of an effort, and IPsec is for securing an already established channel of communication between 2 points.

    Source: Adapted from community discussion — rookiee1111

    References

    • Microsoft Learn

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AI-102 practice, question 51. 328 questions available.