AI-102 Exam Dumps | You have the following C# method for creating Azure Cognitive Services resources programmatically. (Exhibit)

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Question 146/159

You have the following C# method for creating Azure Cognitive Services resources programmatically.

You need to call the method to create a free Azure resource in the West US Azure region. The resource will be used to generate captions of images automatically.
Which code should you use?

A. create_resource(client, "res1", "ComputerVision", "F0", "westus")

B. create_resource(client, "res1", "CustomVision.Prediction", "F0", "westus")

C. create_resource(client, "res1", "ComputerVision", "S0", "westus")

D. create_resource(client, "res1", "CustomVision.Prediction", "S0", "westus")

Correct Answer: A

The question is about creating an Azure Cognitive Services resource programmatically with C#.
* Free resource # This requires the F0 (Free) pricing tier.
* West US region # Location should be "westus".
* Generate captions of images automatically # This requires the Computer Vision service.
Key requirements from the question:
* A. create_resource(client, "res1", "ComputerVision", "F0", "westus")
* Uses "ComputerVision" kind # Correct, because Computer Vision provides the image captioning feature.
* Tier is "F0" # Correct, free tier.
* Location "westus" # Correct.
* This is the correct answer.
* B. create_resource(client, "res1", "CustomVision.Prediction", "F0", "westus")
* Custom Vision is for building and deploying custom image classifiers.
* The Prediction resource is specifically for running inference, not general captioning.
* Wrong service for the requirement.
* C. create_resource(client, "res1", "ComputerVision", "S0", "westus")
* "ComputerVision" is correct.
* But "S0" is a paid tier, not the required free tier.
* Does not meet the requirement.
* D. create_resource(client, "res1", "CustomVision.Prediction", "S0", "westus")
* Wrong service (captioning is not handled by Custom Vision).
* Wrong tier (paid instead of free).
* Incorrect.
Option Analysis
The answer: A. create_resource(client, "res1", "ComputerVision", "F0", "westus")
* Azure AI Computer Vision documentation
* Create a Cognitive Services resource in Azure
* Computer Vision capabilities - Image analysis and captioning
Microsoft References

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