Plan, Create and Deploy a Microsoft Foundry Service AI-102 Practice Questions (Page 4)

Questions 16–20

1. 16foundation · easy

   Which Azure service is designed to run a single containerized AI model without the complexity of managing a full orchestration platform?

   • AAzure Container Instances (ACI)
   • BAzure Functions
   • CAzure Kubernetes Service (AKS)
   • DAzure App Service
   Reveal Solution Discussion Select an answer first
2. 17foundation · easy

   A solution must identify objects in images captured by a warehouse camera. Which Azure AI service is most appropriate?

   • AAzure AI Speech
   • BAzure AI Language
   • CAzure AI Vision
   • DAzure AI Search
   Reveal Solution Discussion Select an answer first
4. 18application · medium

   A financial services company is deploying a loan approval model using Azure AI Foundry. They need to ensure the model does not discriminate against protected groups. The team has historical data that may contain biases. Which action should they take to address fairness?

   • AUse a more complex model to reduce bias automatically.
   • BDeploy the model and monitor its predictions for fairness after deployment.
   • CUse Azure Machine Learning's Fairness SDK to assess and mitigate bias in the model before deployment.
   • DRemove all demographic features from the training data to ensure the model is unbiased.
   Reveal Solution Discussion Select an answer first
5. 19application · medium

   A media company is deploying a custom vision model using Azure AI Foundry. They want to automate the deployment to a staging environment whenever code changes are merged to the main branch. They use GitHub Actions. What should they configure?

   • ASchedule a nightly deployment to staging regardless of code changes.
   • BCreate a GitHub Actions workflow that runs on push to main and uses the Azure CLI to deploy the model to the staging endpoint.
   • CUse Azure DevOps Pipelines instead of GitHub Actions because it is the only CI/CD tool that supports Azure AI Foundry.
   • DManually deploy the model to staging after each merge to ensure quality.
   Reveal Solution Discussion Select an answer first
6. 20application · medium

   A retail company is building a chatbot to handle customer service inquiries. They need the chatbot to understand multiple languages and provide responses in the user's language. Which Azure AI service should they use?

   • AUse Azure AI Vision to analyze user images and infer language.
   • BUse Azure AI Translator to translate all user inputs to English and then process them.
   • CUse Azure AI Speech to transcribe user speech and then use a text-based model.
   • DUse Azure AI Language with the conversational language understanding feature.
   Reveal Solution Discussion Select an answer first