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| Section | Objectives |
|---|---|
| Develop containerized solutions on Azure | - Implement containerized applications
|
| Develop AI solutions by using Azure data management services | - Work with Azure data platforms for AI workloads
|
| Secure, monitor, troubleshoot Azure solutions | - Operate AI cloud solutions
|
| Connect to and consume Azure services | - Integrate Azure services
|
>> Certification AI-200 Test Answers <<
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NEW QUESTION # 110
You are designing an Azure Database for PostgreSQL table for semantic search. Queries frequently filter on the created_at column.
The schema must support vector similarity search and reliable date filtering.
You need to ensure that the table meets the requirements.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.
Answer: B,D
NEW QUESTION # 111
You must ensure an Azure OpenAI-powered application never exceeds a defined token-per- minute budget across all users to avoid runaway costs. What should you configure?
Answer: C
Explanation:
Each Azure OpenAI deployment can have Tokens-Per-Minute (TPM) and Requests-Per-Minute (RPM) limits configured, which cap consumption at the deployment level and directly control cost exposure.
NEW QUESTION # 112
An application deployed to AKS depends on an internal API hosted in the same cluster. All pods are healthy and report Ready status, but requests between the services time out.
You need to determine whether the issue is related to Kubernetes service configuration or application code.
What should you do first?
Answer: A
Explanation:
Inspect Service and Endpoints objects is the best step to start with.
The symptoms describe pods that are healthy and passing their readiness probes (meaning they are Ready), but traffic is failing to reach them and timing out. In Kubernetes, a Service routes traffic to pods by matching labels to create an Endpoints object.
Checking these objects immediately verifies if the Kubernetes network routing layer is intact.If the Endpoints object is empty or missing, the Service selector does not match the Pod labels. Traffic has nowhere to go, causing a timeout.
If the Endpoints list correctly displays the Pod IP addresses, the Kubernetes routing layer is working, shifting the blame toward the application code (e.g., misconfigured listening ports) or network policies.
Reference:
https://www.xtivia.com/blog/kubernetes-container-health-checks/
NEW QUESTION # 113
You plan to create a Docker image that runs an ASP.NET Core application named ContosoApp. You have a setup script named setupScript.psl and a series of application files including ContoscApp.dll.
You need to create a Dockerfile document that meets the following requirements:
* Call SQiupScript.psI when the container is built.
* Run CantosoApp.dill when the container starts.
The Dockerfile document must be created in the same folder where ContosoApp.dll and setupScnpt.ps! are stored.
Answer:
Explanation:
Explanation:
NEW QUESTION # 114
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 # 115
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