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AI-200 Containerized AI Workloads Practice Question

You have a large AI model file (5GB) that needs to be loaded into your container at startup. What is the recommended way to handle this?

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

Mount the model from an Azure File Share.

Mounting the file from Azure Blob Storage or an Azure File Share avoids bloating the container image and speeds up deployment.

Answer analysis

Option-by-option breakdown

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

  • Download the model via `curl` at runtime.

    Why it's wrong here

    This causes long startup times and potential network failure.

  • Embed the model in the container image.

    Why it's wrong here

    Large images lead to slow pull times and inefficient storage.

  • Use a base64 encoded string in the environment variable.

    Why it's wrong here

    This is impossible for a 5GB file.

  • Mount the model from an Azure File Share.

    Why this is correct

    Mounting external storage is the standard for large assets.

Quick reference

Azure Blob Storage Tier Comparison

TierStorage CostRetrieval CostLatencyUse Case
HotHighestLowestImmediateActive data, frequent reads
CoolLowerHigherImmediateData accessed < once / month
ColdLower stillHigherImmediateData accessed < once / quarter
ArchiveLowestHighest + rehydration delayHoursLong-term compliance retention

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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-200 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-200 exam.