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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Implement Computer Vision Solutions | 15-20% | - Implement Azure AI Face service - Implement object detection and image classification - Read and process documents using Azure AI Document Intelligence - Analyze images using Azure AI Vision - Process video and generate insights |
| Topic 2: Implement Knowledge Mining and Document Intelligence Solutions | 15-20% | - Implement Azure AI Search solutions - Implement semantic and vector search - Design document processing pipelines - Create custom skills for Azure AI Search |
| Topic 3: Implement Generative AI Solutions | 10-15% | - Implement prompt engineering techniques - Apply responsible AI practices - Integrate Azure OpenAI models into applications - Use Azure OpenAI Service for generative AI |
| Topic 4: Implement Natural Language Processing Solutions | 20-25% | - Build question answering solutions - Implement speech capabilities using Azure AI Speech - Analyze text using Azure AI Language - Create conversational AI solutions with Azure AI Bot Service - Translate text and speech |
| Topic 5: Implement Decision Support Solutions | 10-15% | - Integrate Azure AI services into applications - Design and implement decision automation - Monitor and optimize decision support solutions |
| Topic 6: Plan and Manage an Azure AI Solution | 15-20% | - Manage AI costs and resource allocation - Select appropriate Azure AI services and technologies - Implement governance and compliance for AI solutions - Plan and configure secure AI solutions |
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NEW QUESTION # 312
You are developing the smart e-commerce project.
You need to design the skillset to include the contents of PDFs in searches.
How should you complete the skillset design diagram? To answer, drag the appropriate services to the correct stages. Each service may be used once, more than once, or not at all. You may need to drag the split bar between panes or scroll to view content.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Reference:
https://docs.microsoft.com/en-us/azure/search/cognitive-search-concept-intro
https://docs.microsoft.com/en-us/azure/cognitive-services/computer-vision/overview-ocr
NEW QUESTION # 313
You have an Azure subscription that contains an Azure Al Content Safety resource named CS1.
You need to use the SDK to call CS1 to identify requests that contain harmful content.
How should you complete the code? To answer, select the appropriate options in the answer area.
Answer:
Explanation:
Explanation:
Based on the provided image, we need to complete the code to utilize the ContentSafetyClient and AnalyzeTextOptions for analyzing text.
Here's the completion of the code:
var client = new ContentSafetyClient(
new Uri(endpoint), new AzureKeyCredential(key));
var request = new AnalyzeTextOptions("what is the weather forecast for Seattle"); Response<AnalyzeTextResult> response; response = client.AnalyzeText(request);
* ContentSafetyClient: This is the client class provided by the SDK to interact with the Azure AI Content Safety service.
* AnalyzeTextOptions: This class is used to specify the options for the text analysis request. It contains the text that you want to analyze.
* Response<AnalyzeTextResult>: This is the response type that will hold the result of the analysis.
* client.AnalyzeText(request): This method sends the request to the Content Safety service and returns the analysis result.
This setup allows you to call the Content Safety service and analyze the given text for harmful content.
NEW QUESTION # 314
You have an Azure subscription that contains an Azure Al Document Intelligence resource named DM.
You create a PDF document named Test.pdf that contains tabular data.
You need to analyze Test.pdf by using DM.
How should you complete the command? To answer, select the appropriate options in the answer area NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Comprehensive Detailed Explanation You're analyzing a PDF (Test.pdf) that "contains tabular data." In Azure AI Document Intelligence, the Layout prebuilt model is the right choice when your primary goal is to extract document structure such as tables, lines, words, selection marks, and paragraphs. Microsoft's documentation clearly states that the Layout model "extracts text, tables, selection marks, and document structure," which is exactly what you need for tabular content. Microsoft Learn While the General document (prebuilt-document) model can also return tables, it is intended for broader extraction (including key-value pairs, entities, etc.). For a document whose key requirement is table extraction, Microsoft guidance recommends starting with Layout for structure-first scenarios.
For authentication in the REST call, the correct header to pass your resource key is Ocp-Apim-Subscription- Key . This is explicitly shown in the official REST API reference for the Analyze Document operation under Security (Type: apiKey, In: header). Microsoft Learn Putting it together, the command shape is:
curl -v -i POST " {endpoint}/formrecognizer/documentModels/prebuilt-layout:analyze?api-version=2023-07-
31 " \
-H " Content-Type: application/json " \
-H " Ocp-Apim-Subscription-Key: {yourkey} " \
--data-ascii " {\ " urlSource\ " : \ " test.pdf\ " } "
This uses a single analyze call to the prebuilt-layout model to extract the tables and authenticates with the Ocp-Apim-Subscription-Key header-matching the two selections in the answer area. The model matrix and overview pages also confirm Layout supports tables. Microsoft Learn
* Document layout analysis (Layout model) - capabilities include extracting tables, text, selection marks, and structure. Microsoft Learn
* Choose the best Document Intelligence model - guidance on when to use Layout (structure-first; tables). Microsoft Learn
* General document (prebuilt-document) model - broader extraction including key-value pairs and tables.
Microsoft Learn
* Model overview / matrix - shows Layout supports Tables. Microsoft Learn
* Analyze Document (REST API) - Ocp-Apim-Subscription-Key header for authentication. Microsoft Learn References (Microsoft Documentation) =========================
NEW QUESTION # 315
Select the answer that correctly completes the sentence.
Answer:
Explanation:
Explanation
NEW QUESTION # 316
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:
NEW QUESTION # 317
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