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| Section | Objectives |
|---|---|
| Implement Computer Vision Solutions | - Implement custom vision models - Extract information using OCR and form recognition - Analyze images and videos using Azure AI Vision |
| Implement Generative AI Solutions | - Implement Azure OpenAI Service solutions - Integrate prompt engineering techniques - Build retrieval-augmented generation (RAG) solutions |
| Implement Natural Language Processing Solutions | - Translate and interpret language using Azure AI services - Analyze text using Azure AI Language - Implement question answering and conversational AI |
| Plan and Manage an Azure AI Solution | - Plan solution requirements and architecture - Select appropriate Azure AI services - Manage security, compliance, and responsible AI |
| Implement Knowledge Mining and Document Intelligence | - Build Azure AI Search solutions - Implement document intelligence solutions - Enrich and index data for search scenarios |
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NEW QUESTION # 77
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?
Answer: D
Explanation:
The question is about creating an Azure Cognitive Services resource programmatically with C#.
Key requirements from the question:
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.
Option Analysis
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.
The Answer: A. create_resource(client, " res1 " , " ComputerVision " , " F0 " , " westus " ) Microsoft References Azure AI Computer Vision documentation Create a Cognitive Services resource in Azure Computer Vision capabilities - Image analysis and captioning
NEW QUESTION # 78
Select the answer that correctly completes the sentence.
Answer:
Explanation:
NEW QUESTION # 79
How are client applications granted access to a cognitive services endpoint?
Answer: C
Explanation:
Access to a cognitive services resource is restricted through the use of subscription keys.
NEW QUESTION # 80
You build a bot by using the Microsoft Bot Framework SDK.
You need to test the bot interactively on a local machine.
Which three actions should you perform in sequence? To answer, move the appropriate actions from the list of actions to the answer area and arrange them in the correct order.
NOTE: More than one order of answer choices is correct. You will receive credit for any of the correct orders you select.
Answer:
Explanation:
Explanation
NEW QUESTION # 81
You have a custom analyzer named analyzer1 that performs the following functions
* The transcription of video content
* The extraction of key frames from videos
You run the following command.
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:
The POST request starts an asynchronous analysis job for video01.mp4. Yes You use the URL in the Operation-Location header to poll and retrieve the results . Yes The POST does not return the full transcript/key frames in the response body (only 202 Accepted). No When you invoke a custom analyzer in Azure AI Content Understanding using the analyzers/{analyzerId} endpoint with API version 2024-12-01-preview , the service runs as a long-running operation. The initial response is 202 Accepted and includes an Operation-Location header pointing to the results URL. You then GET that URL to check status and, once complete, obtain outputs (for a video analyzer, this includes transcription and key frames because those capabilities are part of the analyzer definition). The header Ocp- Apim-Subscription-Key is valid for this API.
Microsoft References
Quickstart (REST): asynchronous analyze call returns 202 with Operation-Location ; poll to get results.
Microsoft Learn
What's new: API version 2024-12-01-preview . Microsoft Learn
Prebuilt video analyzer functions (transcript + key frames). Custom analyzers inherit configured tasks.
Microsoft Learn
REST API surface: Get Result and related operations for analyzers. Microsoft Learn Security header definition ( Ocp-Apim-Subscription-Key ). Microsoft Learn
NEW QUESTION # 82
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