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Engineer: Designing and Implementing an Azure [AI-100] Flashcards

7 cards from real AI practice questions. Tap to flip, then mark Knew It or Still Learning — missed cards come back until you master them.

Read the first 7 Engineer: Designing and Implementing an Azure [AI-100] flashcards as text

  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?

    Answer: Azure Text Analytics

    Azure Text Analytics provides key phrase extraction and sentiment analysis capabilities for unstructured text.

  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?

    Answer: Azure Machine Learning managed online endpoint

    Azure Machine Learning managed online endpoints provide scalable, real-time REST API inference for deployed models.

  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?

    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.

  4. You are designing a bot that needs to understand natural language commands and map them to predefined intents. Which service should you use?

    Answer: Language Understanding (LUIS)

    LUIS (Language Understanding) is designed to map natural language utterances to intents and extract entities.

  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?

    Answer: Batch transcription

    Batch transcription allows asynchronous processing of audio files stored in blob storage at scale.

  6. You want to detect whether uploaded images contain adult or violent content before storing them. Which Azure service should you use?

    Answer: Azure Content Moderator

    Azure Content Moderator is specifically designed to detect adult, violent, and offensive content in images, text, and video.

  7. Your AI solution uses a Cognitive Services resource, and you need to rotate the access key without downtime. What is the best approach?

    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.