AI-300 ML Model Lifecycle And Operations Practice Question
You need to ensure that your Azure ML models are deployed with high availability across multiple regions. Which deployment strategy should you configure?
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
✓
Managed Online Endpoints with multiple deployments
Managed Online Endpoints support multi-region traffic distribution by using managed deployments behind a single endpoint.
Answer analysis
Option-by-option breakdown
For each option: why learners choose it and why it is or isn't the right answer here.
- ✗
Kubernetes Online Endpoints
Why it's wrong here
Requires manual cluster management and is not the native managed high-availability solution.
- ✓
Managed Online Endpoints with multiple deployments
Why this is correct
Managed Online Endpoints allow splitting traffic across multiple deployments in different regions.
- ✗
Batch Endpoints
Why it's wrong here
Batch endpoints are designed for asynchronous processing, not real-time high-availability requests.
- ✗
Azure Container Instances (ACI)
Why it's wrong here
ACI is deprecated for production scale and does not support native multi-region traffic routing.
About these practice questions
One of 204 original AI-300 practice questions on Courseiva, each with a full explanation and wrong-answer analysis — not exam dumps or protected exam content. Learn why practice questions differ from exam dumps →
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.