AI Engineer: Designing and Implementing an Azure [AI-100] 2 — Questions and Answers
Question 1: Your company wants to extract key phrases and detect sentiment from customer feedback stored in Azure Blob Storage. Which Azure Cognitive Service should you use?
- Azure Form Recognizer
- Azure Text Analytics (Correct answer)
- Azure Translator
- Azure Content Moderator
Correct answer: Azure Text Analytics
Azure Text Analytics provides key phrase extraction and sentiment analysis capabilities for unstructured text.
Question 2: You need to deploy a machine learning model so it can be consumed via a REST API with auto-scaling. Which Azure service is most appropriate?
- Azure Machine Learning managed online endpoint (Correct answer)
- Azure Functions with a Consumption plan
- Azure Logic Apps
- Azure Batch
Correct answer: Azure Machine Learning managed online endpoint
Azure Machine Learning managed online endpoints provide scalable, real-time REST API inference for deployed models.
Question 3: When configuring Azure Cognitive Services, you want to restrict access so only resources within a specific virtual network can call the API. What should you configure?
- Managed identity
- Network access rules on the Cognitive Services resource (Correct answer)
- Azure Policy
- Role-based access control (RBAC)
Correct answer: Network access rules on the Cognitive Services resource
Network access rules on the Cognitive Services resource allow you to limit inbound traffic to specific virtual networks or IP ranges.
Question 4: You are designing a bot that needs to understand natural language commands and map them to predefined intents. Which service should you use?
- Azure QnA Maker
- Language Understanding (LUIS) (Correct answer)
- Azure Speech Service
- Azure Anomaly Detector
Correct answer: Language Understanding (LUIS)
LUIS (Language Understanding) is designed to map natural language utterances to intents and extract entities.
Question 5: A developer needs to transcribe audio files uploaded to Azure Blob Storage in batch mode without real-time requirements. Which Azure Speech feature is best suited?
- Speech Translation
- Batch transcription (Correct answer)
- Custom Neural Voice
- Speaker Recognition
Correct answer: Batch transcription
Batch transcription allows asynchronous processing of audio files stored in blob storage at scale.
Question 6: You want to detect whether uploaded images contain adult or violent content before storing them. Which Azure service should you use?
- Azure Custom Vision
- Azure Computer Vision
- Azure Content Moderator (Correct answer)
- Azure Face API
Correct answer: Azure Content Moderator
Azure Content Moderator is specifically designed to detect adult, violent, and offensive content in images, text, and video.
Question 7: Your AI solution uses a Cognitive Services resource, and you need to rotate the access key without downtime. What is the best approach?
- Delete and recreate the Cognitive Services resource
- Update the key in all clients simultaneously
- Use the secondary key in clients before regenerating the primary key (Correct answer)
- Enable managed identity to avoid key rotation
Correct answer: Use the secondary key in clients before regenerating the primary key
Switching clients to the secondary key before regenerating the primary key ensures continuous availability during rotation.
AI Engineer: Designing and Implementing an Azure [AI-100] 2
Your company wants to extract key phrases and detect sentiment from customer feedback stored in Azure Blob Storage.
Which Azure Cognitive Service should you use?