Exam Name: Developing AI Cloud Solutions on Azure
Certification Provider: Microsoft
Corresponding Certification: Azure AI Engineer Associate
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Microsoft AI-200 Exam Syllabus Topics:
| Section | Objectives |
|---|---|
| Plan and manage Azure AI solutions | - Plan security and compliance requirements - Monitor and optimize AI solutions - Select appropriate Azure AI services |
| Implement and monitor AI workloads | - Deploy AI models and services - Monitor performance and troubleshoot issues |
| Implement Azure AI solutions | - Implement generative AI solutions using Azure OpenAI - Implement natural language processing solutions - Implement knowledge mining with Azure AI Search - Implement computer vision solutions |
Microsoft Developing AI Cloud Solutions on Azure Sample Questions:
You are developing a microservices-based application that uses Azure Container Apps. The application consists of several containerized services that handle tasks, such as processing orders, managing inventory, and generating reports.
Report generation must be implemented as follows:
Process reports every Sunday at midnight.
Minimize app resources during report generation.
Record metrics in the same location as other containers.
Use the same virtual network as other containers.
Correct Answer:
Explanation:
You are evaluating a fine-tuned Azure OpenAI model against the base model before promoting it to production.
Which Azure AI Foundry capability should you use?
- A. Content Safety category configuration
- B. Prompt flow bulk testing / evaluation with metrics (groundedness, coherence, relevance)
- C. Azure AI Search indexer scheduling
- D. Azure Monitor Application Insights only
Correct Answer: B 🗳️
Explanation: Only visible for PrepPDF members. You can sign-up / login (it's free).
You plan to deploy an Azure Container app.
You need to configure the container app to support session affinity.
Which ingress type and revision mode should you assign to the container app?
- A. TCP ingress type and multiple revision mode
- B. HTTP ingress type and single revision mode
- C. TCP ingress type and single revision mode
- D. HTTP ingress type and multiple revision mode
Correct Answer: B 🗳️
Explanation: Only visible for PrepPDF members. You can sign-up / login (it's free).
Note: This question is part of a series of questions that present the same scenario. Each question in the series contains a unique solution that might meet the stated goals.
You are using Azure Monitor Application Insights to investigate a production API. You open the Logs blade and set the time range to Last 24 hours.
An engineer recommends the following query to count requests by result code and sort the results from most frequent to least frequent:
requests
| summarize request_count = count() by resultCode
| order by request_count desc
You need to determine whether the query returns the number of requests grouped by result code and sorted from most to least frequent.
Solution: The query lists every individual request along with its result code.
Does the solution meet the goal?
- A. Yes
- B. No
Correct Answer: B 🗳️
Explanation: Only visible for PrepPDF members. You can sign-up / login (it's free).
You manage an Azure Cosmos DB for a NoSQL API account named account1. The account contains a database named db1, which contains a container named container1. You configure account1 with a session consistency level.
You plan to develop an application named App1 that will access container1. Individual instances of App1 must perform reads and writes. App1 must allow multiple nodes to participate in the same session.
You need to configure an object to share the session token between the nodes.
Which object should you use?
- A. Feed options
- B. Request options
- C. Connection policy
- D. Document response
Correct Answer: D 🗳️
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