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Microsoft AI-200 Exam Syllabus Topics:

Microsoft Developing AI Cloud Solutions on Azure Sample Questions:

1. A large retail company operates online and physical stores. The company tracks inventory levels in real time to manage stock efficiently across all locations. You develop an Azure Event Grid solution to handle events generated by the inventory management system deployed to Azure.
You need to implement a subscription filter that dynamically adjusts to seasonal changes in product demand.
Which event filter should you use?

A) A prefix filter on the event type field that matches the current season's name
B) A static subject filter that targets events with a subject ending in "/seasonal/inventory"
C) An advanced filter using a Boolean condition that evaluates multiple data fields, including a season field within the event data
D) A subscription filter that uses a label filter to include events tagged with seasonal promotional codes

2. A RAG application's retrieval step is returning documents that are topically related but not precisely relevant to the user's question. You need to improve retrieval precision without retraining any model. What should you do?

A) Enable semantic ranking (re-ranking) in Azure AI Search
B) Reduce the number of indexed documents
C) Increase the embedding model's dimensionality only
D) Disable vector search and use only keyword search

3. Drag and Drop Question
You are developing several microservices to run on Azure Container Apps.
The microservices must allow HTTPS access by using a custom domain.
You need to configure the custom domain in Azure Container Apps.
In which order should you perform the actions? To answer, move all actions from the list of actions to the answer area and arrange them in the correct order.

4. You need to ensure that responses from your Azure OpenAI application include citations back to the specific source documents used, to support user trust and verification. What should you implement?

A) Configure the RAG pipeline to return retrieved document metadata (source, page) alongside generated answers and instruct the model to cite them
B) Enable higher content filter severity
C) Use only the base model with no retrieval
D) Increase top_p to broaden token sampling

5. Hotspot Question
You are creating an app that uses Event Grid to connect with other services. Your app's event data will be sent to a serverless function that checks compliance. This function is maintained by your company.
You write a new event subscription at the scope of your resource. The event must be invalidated after a specific period of time.
You need to configure Event Grid.
What should you do? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Solutions: