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| Section | Weight | Objectives |
|---|---|---|
| Implement Knowledge Mining and Document Intelligence Solutions | 15-20% | - Implement semantic and vector search - Implement Azure AI Search solutions - Create custom skills for Azure AI Search - Design document processing pipelines |
| Implement Generative AI Solutions | 10-15% | - Integrate Azure OpenAI models into applications - Implement prompt engineering techniques - Use Azure OpenAI Service for generative AI - Apply responsible AI practices |
| Implement Decision Support Solutions | 10-15% | - Design and implement decision automation - Monitor and optimize decision support solutions - Integrate Azure AI services into applications |
| Plan and Manage an Azure AI Solution | 15-20% | - Select appropriate Azure AI services and technologies - Manage AI costs and resource allocation - Implement governance and compliance for AI solutions - Plan and configure secure AI solutions |
| Implement Natural Language Processing Solutions | 20-25% | - Build question answering solutions - Translate text and speech - Create conversational AI solutions with Azure AI Bot Service - Analyze text using Azure AI Language - Implement speech capabilities using Azure AI Speech |
| Implement Computer Vision Solutions | 15-20% | - Read and process documents using Azure AI Document Intelligence - Implement object detection and image classification - Process video and generate insights - Analyze images using Azure AI Vision - Implement Azure AI Face service |
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NEW QUESTION # 55
You have a factory that produces cardboard packaging for food products. The factory has intermittent internet connectivity.
The packages are required to include four samples of each product.
You need to build a Custom Vision model that will identify defects in packaging and provide the location of the defects to an operator. The model must ensure that each package contains the four products.
Which project type and domain should you use? To answer, drag the appropriate options to the correct targets.
Each option 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:
Explanation
NEW QUESTION # 56
You are building a model to detect objects in images.
The performance of the model based on training data is shown in the following exhibit.
Answer:
Explanation:
NEW QUESTION # 57
You have a library that contains thousands of images.
You need to tag the images as photographs, drawings, or clipart.
Which service endpoint and response property should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
Explanation:
Service endpoint # Computer Vision analyze images
Property # imageType
The task:
" You have a library with thousands of images. You need to tag the images as photographs, drawings, or clipart. " Which service endpoint?
Computer Vision analyze images # Provides a broad analysis including categories, tags, descriptions, and image type (photo, drawing, clipart). # Computer Vision object detection # Identifies objects (people, cars, animals), not image type.
Custom Vision image classification / object detection # Requires custom training, not needed since the built- in Computer Vision service already supports this.
Correct: Computer Vision analyze images
Which property?
categories # Provides predefined categories (e.g., outdoor, indoor, people), not specifically drawing/clipart/photo.
description # Generates captions in natural language, not classification into photo/drawing/clipart.
imageType # Identifies if an image is a photograph, line drawing, or clipart. # metadata # Provides size, format, dimensions.
objects # Lists detected objects, not image type.
Correct: imageType
The answer:
Service endpoint # Computer Vision analyze images
Property # imageType
Microsoft References
Computer Vision Analyze API
ImageType property in Computer Vision
NEW QUESTION # 58
You plan to deploy an Azure OpenAI resource by using an Azure Resource Manager (ARM) template.
You need to ensure that the resource can respond to 600 requests per minute.
How should you complete the template? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 59
You have a library that contains thousands of images.
You need to tag the images as photographs, drawings, or clipart.
Which service endpoint and response property should you use? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Answer:
Explanation:
NEW QUESTION # 60
......
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