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ML Model Lifecycle And OperationsmediumMultiple SelectObjective-mapped

AI-300 ML Model Lifecycle And Operations Practice Question

Which THREE security features are essential for a production Azure ML deployment?

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

Key Vault integration.

Managed Identities, VNet integration, and Key Vault are essential for secure enterprise ML.

Answer analysis

Option-by-option breakdown

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

  • Key Vault integration.

    Why this is correct

    For credential management.

  • Managed Identity.

    Why this is correct

    For secure access to Azure resources.

  • Open inbound ports in NSG.

    Why it's wrong here

    Major security risk.

  • Virtual Network (VNet).

    Why this is correct

    For network isolation.

  • Public IP exposure.

    Why it's wrong here

    Major security risk.

About these practice questions

This AI-300 question is part of Courseiva's 204-question bank — original exam-style content with full explanations and wrong-answer analysis, never real exam questions or exam dumps. Learn why practice questions differ from exam dumps →

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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-300 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-300 exam.