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AI-103 Computer Vision Practice Question

You are designing an edge solution where a Custom Vision exported model runs inside a Linux container on an IoT Edge device without internet connectivity. How must you configure billing for the container?

Answer choices

Why each option matters

Answer the question above first, then reveal the full breakdown to understand why each option is right or wrong.

Correct answer & explanation

Provide the container with a billing endpoint URL and API key, and ensure periodic connectivity to Azure to report billing metrics.

Custom Vision and cognitive services containers running disconnected or on edge devices require a billing endpoint and API key, but for fully offline scenarios without cloud connectivity, commitment tiers or specific edge billing configurations (such as cloud reporting when connected periodically) apply. However, containers generally require connection to report billing unless configured with specific volume mount billing mechanisms supported by Azure.

Answer analysis

Option-by-option breakdown

For each option: why learners choose it and why it is or isn't the right answer here.

  • Provide the container with a billing endpoint URL and API key, and ensure periodic connectivity to Azure to report billing metrics.

    Why this is correct

    Cognitive services containers require billing endpoint credentials and periodic connectivity to report usage.

  • Use Custom Vision Training API keys for container runtime billing.

    Why it's wrong here

    Container runtime billing requires a prediction resource endpoint and key.

  • Purchase an Azure Storage account to store offline billing logs locally.

    Why it's wrong here

    Storage accounts do not handle container license billing reporting.

  • Deploy the container with no environment variables; billing is handled automatically by IoT Hub.

    Why it's wrong here

    Containers require explicit billing endpoint and API key configurations.

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JA

Written and reviewed by Johnson Ajibi, MSc IT Security

Senior Network & Security Engineer · founder of Courseiva

Last reviewed August 2026 · checked against the official Microsoft exam blueprint

This AI-103 practice question is part of Courseiva's free Microsoft certification practice question bank. Courseiva provides original exam-style practice questions with explanations, topic-based practice, mock exams, readiness tracking, and study analytics to help learners prepare for the AI-103 exam.