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| Section | Objectives |
|---|---|
| Topic 1: Plan and manage Azure AI solutions | - Select appropriate Azure AI services - Plan security and compliance requirements - Monitor and optimize AI solutions |
| Topic 2: Implement Azure AI solutions | - Implement generative AI solutions using Azure OpenAI - Implement natural language processing solutions - Implement computer vision solutions - Implement knowledge mining with Azure AI Search |
| Topic 3: Implement and monitor AI workloads | - Deploy AI models and services - Monitor performance and troubleshoot issues |
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NEW QUESTION # 38
You need to secure an Azure OpenAI resource so that it is only reachable from your virtual network and not from the public internet. What should you configure?
Answer: B
NEW QUESTION # 39
Drag and Drop Question
You are preparing a container image for deployment to production.
The container image build and deployment process must ensure the following:
- The image is uniquely versioned.
- Secure authentication is used when pushing the image to Azure
Container Registry (ACR).
- The image is stored in ACR for deployment.
You need to ensure that the container image build-and-push process meets the requirements.
Which action should you perform for each requirement? To answer, move the appropriate actions to the correct requirements. You may use each action once, more than once, or not at all. You may need to move the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Box 1: use a unique tag for the image
You should use a unique tag-such as the Git commit SHA or a semantic version combined with a build number-for each container image deployed to production.
Using unique tags ensures that every deployment is traceable, repeatable, and easily rollable back to a specific, immutable state.
Box 2: Authenticate to ACR by using Microsoft Entra ID
You should authenticate to Azure Container Registry (ACR) using Microsoft Entra ID to ensure secure, role-based, and auditable authentication for production deployments.
Eliminates Static Credentials: It replaces long-lived, risky passwords or registry admin keys with short-lived, automatically rotated tokens.
Granular Access Control: It leverages Azure Role-Based Access Control (Azure RBAC). You can assign the specific AcrPush role to your deployment identity, satisfying the principle of least privilege.
Auditability: Every login and image push action is tied to a specific identity and logged, which is critical for production compliance.
Box 3: Push the image to ACR
Pushing the built image to ACR satisfies the exact requirement of storing the container image in a secure, private registry for cloud deployment.
Reference:
https://learn.microsoft.com/en-us/azure/container-registry/container-registry-authentication
NEW QUESTION # 40
You need to implement trace correlation according to the business requirements.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you se lect.
Answer:
Explanation:
Explanation:
Verified answer: 1) Instrument the application code with the OpenTelemetry SDK; 2) configure an Azure Monitor trace exporter in the OpenTelemetry SDK; 3) redeploy the instrumented services.
Detailed Explanation: Trace correlation requires the application to create OpenTelemetry spans and an exporter to send those spans to Azure Monitor. Instrumentation must therefore be present before the updated service is deployed. The previous Application Insights SDK instrumentation does not satisfy the case-study requirement that all tracing use OpenTelemetry. Configuring an OpenTelemetry view is unrelated to basic distributed-trace export, and calling TrackEvent is an Application Insights SDK pattern rather than the required OpenTelemetry approach.
Study Guide Alignment: Security and operations: Key Vault, App Configuration, managed identity, OpenTelemetry, Azure Monitor, and KQL-based troubleshooting.
Official Microsoft Learn References: AI-200 Study Guide | Enable Azure Monitor OpenTelemetry
NEW QUESTION # 41
You plan to deploy a web app to App Service on Linux. You create an App Service plan. You create and push a custom Docker image that contains the web app to Azure Container Registry.
You need to access the console logs generated from inside the container in real-time.
How should you complete the Azure CLI command? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
nable container logging with `az webapp log config --docker-container-logging filesystem`, then stream it with `az webapp log tail`.
Detailed Explanation: The Azure CLI exposes separate operations for enabling App Service container logging and viewing the live stream. For a custom Linux container, docker/container logging must first be written to the App Service filesystem. The `az webapp log tail` command then starts real-time log tracing.
Commands such as `show` or `download` inspect configuration or retrieve historical files; they do not provide the requested live stream from the running container.
Study Guide Alignment: Containerized Azure workloads: registry builds, App Service containers, Container Apps revision/scaling behavior, and AKS deployment choices.
Official Microsoft Learn References: AI-200 Study Guide | Azure CLI: az webapp log
NEW QUESTION # 42
Hotspot Question
You deploy a private container image from Azure Container Registry (ACR) to App Service.
App Service must authenticate to ACR to pull the image.
The solution must NOT store static registry credentials.
You need to configure the secure image pull authentication.
Which configurations should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Box 1: Assign the Container Registry Reader role to a managed identity.
To securely deploy a private container image from Azure Container Registry (ACR) to an Azure App Service without managing passwords, you should configure a Managed Identity on the App Service and grant it the AcrPull role on the ACR.
Box 2: Use managed identity with role assignment.
you should use a Managed Identity combined with an Azure Role-Based Access Control (RBAC) role assignment to meet the requirement.
Reference:
https://medium.com/@miketobicarter/deploying-a-net-app-to-azure-using-docker-acr-app-service-and-github-actions-step-by-step-3ed6ae8a4d0b
NEW QUESTION # 43
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