AI-102 Lernressourcen - AI-102 Deutsche

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Microsoft AI-102 Exam Syllabus Topics:

SectionWeightObjectives
Plan and manage an Azure AI solution20-25%- Select suitable AI models
- Choose services for generative AI, computer vision, NLP, speech, information extraction, knowledge mining
- Select appropriate Microsoft Foundry Services
- Create and configure Azure AI resources
- Monitor, optimize, and secure AI solutions
- Plan solutions aligned with responsible AI principles
Implement computer vision solutions10-15%- Extract text and handwriting from images
- Integrate vision capabilities into applications
- Process and index video content
- Build and deploy custom vision models
- Analyze images and detect objects/features
Implement natural language processing solutions15-20%- Build conversational AI and chatbots
- Customize and deploy NLP models
- Perform text analysis, sentiment detection, and language detection
- Implement translation and summarization
Implement knowledge mining and information extraction solutions15-20%- Implement intelligent search and retrieval
- Build knowledge bases and search indexes
- Extract entities, relationships, and key phrases
- Ingest and process structured/unstructured data
Implement generative AI solutions15-20%- Integrate Azure OpenAI and other generative models
- Deploy and manage generative models
- Implement model monitoring and feedback
- Apply prompt engineering and fine-tuning
- Orchestrate multiple models and containers
Implement an agentic solution5-10%- Understand agent use cases and types
- Build agents with Microsoft Foundry Agent Service
- Develop multi-agent workflows and orchestration
- Test, deploy, and optimize agents

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Microsoft Designing and Implementing a Microsoft Azure AI Solution AI-102 Prüfungsfragen mit Lösungen (Q365-Q370):

365. Frage
You are developing a method for an application that uses the Azure AI Translator API.
The method will receive the content of a webpage, and then translate the content into Greek (el).
The result will also contain a transliteration that uses the Roman alphabet.
You need to create the URI for the call to the Azure AI Translator API.
You have the following URI.
https://api.cognitive.microsofttranslator.com/translate?api-version=3.0 Which three additional query parameters should you include in the URI? Each correct answer presents part of the solution. (Choose three.) NOTE: Each correct selection is worth one point.

Antwort: A,C,D

Begründung:
C: textType is an optional parameter. It defines whether the text being translated is plain text or HTML text (used for web pages).
D: to is a required parameter. It specifies the language of the output text. The target language must be one of the supported languages included in the translation scope.
F: toScript is an optional parameter. It specifies the script of the translated text.
We use Latin (Roman alphabet) script.
Reference:
https://docs.microsoft.com/en-us/azure/cognitive-services/translator/reference/v3-0-translate


366. Frage
Hotspot Question
You have an Azure subscription.
You need to create a new resource that will generate fictional stories in response to user prompts. The solution must ensure that the resource uses a customer-managed key to protect data.
How should you complete the script? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Antwort:

Begründung:

Explanation:
https://learn.microsoft.com/en-us/cli/azure/cognitiveservices/account?view=azure-cli-latest#az- cognitiveservices-account-create


367. Frage
Hotspot Question
Select the answer that correctly completes the sentence.

Antwort:

Begründung:


368. Frage
You are building an app that will enable users to upload images. The solution must meet the following requirements:
* Automatically suggest alt text for the images.
* Detect inappropriate images and block them.
* Minimize development effort.
You need to recommend a computer vision endpoint for each requirement.
What should you recommend? To answer, select the appropriate options in the answer area.
NOTE: Each correct selection is worth one point.

Antwort:

Begründung:


369. Frage
You have an existing Azure Cognitive Search service.
You have an Azure Blob storage account that contains millions of scanned documents stored as images and PDFs.
You need to make the scanned documents available to search as quickly as possible. What should you do?

Antwort: D

Begründung:
Reference:
https://docs.microsoft.com/en-us/azure/search/search-howto-indexing-azure-blob-storage


370. Frage
......

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