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| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Plan and manage an Azure AI solution | 20-25% | - Select suitable AI models - Select appropriate Microsoft Foundry Services - Create and configure Azure AI resources - Plan solutions aligned with responsible AI principles - Monitor, optimize, and secure AI solutions - Choose services for generative AI, computer vision, NLP, speech, information extraction, knowledge mining |
| Topic 2: Implement computer vision solutions | 10-15% | - Extract text and handwriting from images - Analyze images and detect objects/features - Build and deploy custom vision models - Process and index video content - Integrate vision capabilities into applications |
| Topic 3: Implement knowledge mining and information extraction solutions | 15-20% | - Implement intelligent search and retrieval - Build knowledge bases and search indexes - Ingest and process structured/unstructured data - Extract entities, relationships, and key phrases |
| Topic 4: Implement an agentic solution | 5-10% | - Test, deploy, and optimize agents - Build agents with Microsoft Foundry Agent Service - Understand agent use cases and types - Develop multi-agent workflows and orchestration |
| Topic 5: Implement natural language processing solutions | 15-20% | - Implement translation and summarization - Customize and deploy NLP models - Build conversational AI and chatbots - Perform text analysis, sentiment detection, and language detection |
| Topic 6: Implement generative AI solutions | 15-20% | - Implement model monitoring and feedback - Apply prompt engineering and fine-tuning - Integrate Azure OpenAI and other generative models - Deploy and manage generative models - Orchestrate multiple models and containers |
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112. Frage
You have an Azure subscription that contains an Azure Al Document Intelligence resource named Aldoc1 in the SO tier.
You have the lies shown in the following table.
You need to train a custom extraction model by using AIdoc1.
Which files can you upload to Document Intelligence Studio?
Antwort: A
Begründung:
You have an Azure AI Document Intelligence resource named AIDoc1 in the S0 tier .
You need to identify which files can be uploaded to Document Intelligence Studio for training a custom extraction model.
Supported formats: PDF, TIFF, JPG, PNG, BMP.
Maximum file size: 500 MB per document.
Password-protected documents: Not supported.
S0 tier limits: Same as above (50 pages per document limit also applies).
Now checking the given files:
File1 (JPG, 400 MB, No password) # Supported (under 500 MB, allowed format).
File2 (PDF, 250 MB, No password) # Supported.
File3 (PNG, 180 MB, Password-protected) # Not supported (password locked).
File4 (XLSX, 900 MB) # Not supported (format not supported, exceeds 500 MB).
File5 (PDF, 160 MB, Password-protected) # Not supported (password locked).
The answer: C. File1, File2, and File4 only # Wait, check again: XLSX is not supported, so File4 is invalid. Only File1 and File2 are valid.
Correct Final Answer: A. File1, and File2 only
113. Frage
You have a collection of press releases stored as PDF files.
You need to extract text from the files and perform sentiment analysis.
Which service should you use for each task? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Antwort:
Begründung:
114. Frage
For each of the following statements, select Yes if the statement is tine. Otherwise, select No. NOTE: Each correct selection is worth one point.
Antwort:
Begründung:
Explanation:
115. Frage
You are building a bot on a local computer by using the Microsoft Bot Framework. The bot will use an existing Language Understanding model.
You need to translate the Language Understanding model locally by using the Bot Framework CLI. What should you do first?
Antwort: C
Begründung:
Explanation
You might want to manage the translation and localization for the language understanding content for your bot independently.
Translate command in the @microsoft/bf-lu library takes advantage of the Microsoft text translation API to automatically machine translate .lu files to one or more than 60+ languages supported by the Microsoft text translation cognitive service.
What is translated?
An .lu file and optionally translate Comments in the lu file
LU reference link texts
List of .lu files under a specific path.
Reference:
https://github.com/microsoft/botframework-cli/blob/main/packages/luis/docs/translate-command.md
116. Frage
You have a Computer Vision resource named contoso1 that is hosted in the West US Azure region.
You need to use contoso1 to make a different size of a product photo by using the smart cropping feature.
How should you complete the API URL? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.
Antwort:
Begründung:
117. Frage
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