Microsoft AI-200 Value Pack (Frequently Bought Together)

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Microsoft AI-200 Exam Syllabus Topics:

Microsoft Developing AI Cloud Solutions on Azure Sample Questions:

1. You are developing an application that must extract structured field data (invoice number, total, vendor name) from scanned invoices in multiple layouts. You need a solution that requires no custom model training. What should you use?

A) Azure AI Document Intelligence prebuilt invoice model
B) Azure AI Vision Read API
C) Azure AI Language custom named entity recognition
D) Azure AI Document Intelligence custom neural model

2. Hotspot Question
You have an Azure Service Bus namespace that contains a topic named Topic1.
You plan to create a subscription named Sub1 to Topic1. In Sub1, you plan to filter messages from Topic1 based on their system properties and apply an action that will annotate each filtered message.
You need to configure the filtering.
How should you configure the filtering? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

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

4. Hotspot Question
A Python web API uses OpenTelemetry for tracing. The call_downstream_service function makes an outbound HTTP request by using the requests library.
The following code is the only OpenTelemetry configuration in the application:

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

5. You develop a message-processing service deployed to Azure Container Apps. The service reads messages from an Azure Service Bus queue.
The solution must minimize costs by ensuring NO compute resources are consumed when the queue is empty.
You need to configure scaling for the service.
Which two actions should you perform? Each correct answer presents part of the solution.
NOTE: Each correct selection is worth one point.

A) Enable HTTP ingress concurrency scaling.
B) Increase the scaling rule to allow for the maximum running replica count.
C) Configure a Kubernetes Event-driven Autoscaler rule that monitors queue length.
D) Configure the scaling rule to allow for the termination of all active replicas.

Solutions: