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Microsoft AI-200 Exam Syllabus Topics:

SectionObjectives
Implement Azure AI solutions- Implement computer vision solutions
- Implement generative AI solutions using Azure OpenAI
- Implement knowledge mining with Azure AI Search
- Implement natural language processing solutions
Plan and manage Azure AI solutions- Monitor and optimize AI solutions
- Select appropriate Azure AI services
- Plan security and compliance requirements
Implement and monitor AI workloads- Deploy AI models and services
- Monitor performance and troubleshoot issues

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Microsoft Developing AI Cloud Solutions on Azure Sample Questions (Q11-Q16):

NEW QUESTION # 11
You deploy a new revision of an app in ACA.
You need to gradually shift production traffic to the revision while monitoring performance. In addition, you need to be able to quickly roll back.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

Answer: A,D

Explanation:
To gradually shift traffic and enable fast rollbacks in Azure Container Apps, switch the app to multiple-revision mode and configure percentage-based traffic splitting weights between the active revisions.
Reference:
https://learn.microsoft.com/en-us/azure/container-apps/traffic-splitting


NEW QUESTION # 12
You publish custom AI inference events to an Event Grid topic.
Downstream services must receive events only if the confidenceScore value is greater than 0.80.
You need to filter events based on a numeric value in the event payload.
Which filter should you configure?

Answer: A

Explanation:
An Advanced Filter using the NumberGreaterThan operator configured with a key path pointing to the payload value (e.g., data.confidenceScore) and a comparison value of 0.80 should be set up.
To filter custom payload data based on a numeric threshold in Azure Event Grid, configure the event subscription with these properties:
Key: data.confidenceScore (adjust the path depending on your exact JSON payload structure) Operator: NumberGreaterThanValue: 0.80 Reference:
https://learn.microsoft.com/en-us/azure/event-grid/event-filtering


NEW QUESTION # 13
Hotspot Question
You are building a semantic search feature for a chatbot. You store document embeddings in Redis.
You review the following Python code that connects to Redis and stores an embedding value:

For each of the following statements, select Yes if the statement is true. Otherwise, select No.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:
Box 1: Yes
The line r.hset("doc:1", mapping={"embedding": embedding}) will store the embedding as a field within a Redis Hash.
Box 2: No
Box 3: Yes
Reference:
https://redis.io/docs/latest/commands/expire/


NEW QUESTION # 14
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


NEW QUESTION # 15
You are developing an Azure Functions app.
All functions in the app meet the following requirements:
* Run until either a successful run or until 10 run attempts occur.
* Ensure that there are at least 20 seconds between attempts for up to 15 minutes.
You need to configure the host.json file.
How should you complete the code segment? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Answer:

Explanation:

Explanation:


NEW QUESTION # 16
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