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Microsoft AI-200

Developing AI Cloud Solutions on Azure

Verified practice questions with detailed answers, clear explanations, and community discussion.

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Question 1 of 140

You maintain multiple versions of a container image in Azure Container Registry.
The production deployment must always run the exact same image build even if tags are changed later.
You need to ensure predictable and immutable image selection during deployment.
What should you do?
Answer choices
Show answer

Correct answer: D

Using the image's SHA digest pins deployment to one specific, immutable image manifest. Unlike tags such as production or latest, a digest cannot be reassigned to a different build after deployment configuration is created. This ensures every production deployment retrieves the identical container image, even if repository tags are later updated.

Question 2 of 140

A container in an AKS cluster repeatedly restarts.
Pod events show probe failures, although node-level CPU and memory metrics are normal.
You need to diagnose the cause of the repeating restarts.
What should you do first?
Answer choices
Show answer

Correct answer: D

Inspecting the pod events and container logs identifies why the liveness or readiness probe is failing and causing the container to restart. Events can show probe timeouts, connection failures, or misconfigured probe paths and ports, while logs reveal application startup errors or unhealthy runtime behavior. Normal node CPU and memory metrics do not rule out application-level or probe configuration issues. Scaling replicas or rebooting the node does not address the underlying failure.

Question 3 of 140

You develop a message-processing service deployed to Azure Container Apps. The service reads messages from an Azure Service Bus queue.
The solution must minimize costs by ensuring NO compute resources are consumed when the queue is empty.
You need to configure scaling for the service.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
Answer choices
Show answer

Correct answers: B, C

Configuring a Kubernetes Event-driven Autoscaler rule that monitors the Service Bus queue length allows Azure Container Apps to add replicas only when messages are available for processing. Allowing the scaling rule to terminate all active replicas permits the app to scale to zero when the queue is empty, eliminating compute consumption. Increasing the maximum replica count affects capacity during load but does not enable scale-to-zero. HTTP ingress concurrency scaling is intended for HTTP request traffic, not queue-based message processing.

Question 4 of 140

You configure ACR Tasks to automate image builds.
Container images must rebuild when:
Application updates occur.
Base image updates occur, such as when the underlying OS image is updated.
Regular scheduled rebuilds are required.
You need to configure ACR Tasks to support automated image rebuilds.
Which three triggers should you configure? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
Answer choices
Show answer

Correct answers: A, B, D

A timer trigger runs scheduled rebuilds at defined intervals. A source code commit trigger starts a build when application code changes are committed to the configured repository. A base image update trigger rebuilds dependent images when the referenced base image is updated, helping ensure images include current operating system and dependency patches. Registry event and webhook notification triggers do not provide the required combination of source, base-image, and scheduled rebuild automation.

Question 5 of 140

DRAG DROP -
You are developing several microservices to run on Azure Container Apps.
The microservices must allow HTTPS access by using a custom domain.
You need to configure the custom domain in Azure Container Apps.
In which order should you perform the actions? To answer, move all actions from the list of actions to the answer area and arrange them in the correct order.
Exam ai-200: Image 1
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Suggested answer

1. Enable ingress. 2. Add the custom domain name. 3. Add DNS records to the domain provider. 4. Validate the custom domain name. 5. Bind the certificate. Ingress must be enabled before the container app can receive external HTTPS traffic. Adding the domain provides the required DNS validation information, and the DNS records must exist before validation succeeds. After validation, the certificate can be bound to secure the custom domain with HTTPS.

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Honestly, I had already gone through the official documentation quite thoroughly, but still didn't feel fully confident going in. This helped things finally click for me. I realized I knew the material, but just hadn't connected all the pieces yet.
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Morgan Farmer
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I don't usually leave reviews, but this one felt worth sharing. The questions were quite close to what actually appeared on the exam, more than I expected. I spent about a week going through the material before my test, and it helped me feel more prepared.
Remi Nuyts
United States
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Archie Hopkins
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I had a smooth experience from start to finish. Access was available right away, no technical issues, which made it easy to get started. The content felt relevant and aligned well with what I was looking for.
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Does what it says it does. Content felt solid, nothing confusing to navigate and I didn't run into any weird issues. I been putting off scheduling the exam for a while and going through this gave me enough confidence to finally book it and pass.
Neil Savage
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A very quick response was received via email when a link issue occurred. The study materials provided were high quality and extremely helpful. I was able to complete the test successfully. Many thanks for the excellent support.

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