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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Integrate backend services and build event-driven architectures | 25% | - Build serverless APIs and workflows
|
| Topic 2: Secure, monitor, and optimize AI solutions | 20% | - Implement observability and reliability
|
| Topic 3: Develop AI solutions using Azure data services | 30% | - Design and optimize data access and retrieval
|
| Topic 4: Develop containerized AI solutions on Azure | 25% | - Monitor and troubleshoot containerized workloads
|
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NEW QUESTION # 80
Drag and Drop Question
You are developing a Python application that reads data from Azure Cosmos DB for NoSQL by using the azure-cosmos SDK.
You need to connect to an existing account and run a SQL query against an existing container.
Which four 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.
Answer:
Explanation:
Explanation:
In the azure-cosmos Python SDK, you do not use an explicit "InitializeDatabaseProxy" method.
Instead, you use the client to get a database reference, and then use that database reference to get a container reference.
Step 1: Initialize CosmosClient
You must first establish the root connection using the client object with your account endpoint and credentials.
Step 2: Specify the database name
From the client, you call client.get_database_client(database_name) to target your specific database resource.
Step 3: Obtain the container reference
From the database proxy object, you call database.get_container_client(container_name) to reference the specific data container.
Step 4: Run the Query
Finally, you execute the SQL operation directly on that container using container.query_items().
Reference:
https://learn.microsoft.com/en-us/azure/cosmos-db/quickstart-python
NEW QUESTION # 81
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: C
NEW QUESTION # 82
You develop an application that sells Al generated images based on user input. You recently started a marketing campaign that displays unique ads every second day.
Sales data is stored in Azure Cosmos 06 with the date of each sale being stored in a property named whenFinished ' . The marketing department requires a view that shows the number of sales grouped into two- day periods You need to implement the query for the view.
How should you complete the query? To answer, select the appropriate options in the answer area. NOTE:
Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
NEW QUESTION # 83
-
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:
* Ensure that the image is versioned: Use a unique tag for the image.
* Allow secure push to ACR: Authenticate to ACR by using Microsoft Entra ID.
* Store the image in the registry for deployment: Push the image to ACR.
For production deployments, each image should receive a unique tag so that a specific build can be identified and deployed consistently. Microsoft recommends unique tags for deployments because each pushed image receives a distinct version reference instead of reusing mutable tags such as latest. Typical unique-tagging schemes include build IDs, timestamps, or source-control identifiers.
Before pushing the image, authenticate to Azure Container Registry by using Microsoft Entra ID . Microsoft recommends Azure identity-based authentication, such as through az acr login, rather than relying on long- lived registry administrator credentials. Appropriate Azure RBAC/data-plane permissions must also permit the identity to push artifacts.
Finally, use a push operation such as docker push < registry > .azurecr.io/ < repository > : < tag > to upload the tagged image and its layers to ACR. Once pushed successfully, the image is stored in the registry and can be referenced by downstream deployment services.
Build the image locally is not mapped to any stated requirement. Building may be necessary in some workflows, but it does not itself provide unique versioning, authentication, or storage in ACR.
Study Guide references: Azure Container Registry # image tagging and versioning; Microsoft Entra authentication; pushing container images; repositories and artifacts.
NEW QUESTION # 84
Drag and Drop Question
You plan to deploy a web application to AKS.
The solution must:
- Scale out the application by adding more pods during peak CPU usage.
- Expose the application internally within the cluster only.
You need to configure a Kubernetes resource for each requirement.
Which resources should you configure? To answer, move the appropriate resources to the correct requirements. You may use each resource 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: HorizontalPodAutoscaler
Horizontal Pod Autoscaler (HPA) is the AKS feature to use. It automatically scales the number of pods in a deployment based on observed CPU utilization or other metrics.
Box 2: ClusterIP service
Use a ClusterIP service or internal LoadBalancer with annotations to expose your web application internally within an Azure Kubernetes Service (AKS) cluster only.
Reference:
https://learn.microsoft.com/en-us/azure/aks/optimize-aks-costs
https://learn.microsoft.com/en-us/azure/aks/concepts-network-services
NEW QUESTION # 85
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