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Containerized AI WorkloadseasyMultiple ChoiceObjective-mapped

AI-200 Containerized AI Workloads Practice Question

You need to deploy a quick, stateless AI data processing script packaged in a container image without setting up Kubernetes or Container Apps. Which Azure service offers the fastest deployment for a single container instance?

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

Azure Container Instances

Azure Container Instances (ACI) is designed for fast, serverless deployment of single containers without cluster management.

Answer analysis

Option-by-option breakdown

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

  • Azure Virtual Machines with Docker installed

    Why it's wrong here

    VMs require OS patching, Docker engine installation, and manual maintenance.

  • Azure Container Instances

    Why this is correct

    ACI allows you to run containers in Azure without managing virtual machines or orchestrators.

  • Azure App Service for Linux

    Why it's wrong here

    App Service is tailored for web applications and APIs rather than arbitrary standalone container scripts.

  • Azure Kubernetes Service

    Why it's wrong here

    AKS requires cluster provisioning, node pool configuration, and management overhead.

Quick reference

Cloud Service Model Comparison

ModelYou ManageProvider ManagesExamples
IaaSOS, runtime, apps, dataHardware, hypervisor, networkingEC2, Azure VMs, GCP Compute Engine
PaaSApps and dataOS, runtime, middleware, hardwareElastic Beanstalk, Azure App Service
SaaSData and settings onlyEverything elseMicrosoft 365, Salesforce, Workday
FaaS / ServerlessFunction code onlyInfra, scaling, runtimeLambda, Azure Functions, Cloud Run
CaaSContainers and appsKubernetes, OS, hardwareEKS, AKS, GKE

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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.