Exam Name: Designing and Implementing a Microsoft Azure AI Solution (AI-102日本語版)
Certification Provider: Microsoft
Corresponding Certification: Azure AI Engineer Associate
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Skills measured
- Plan and manage an Azure Cognitive Services solution (15-20%)
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- Implement Computer Vision solutions (20-25%)
- Implement natural language processing solutions (20-25%)
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Reference: https://docs.microsoft.com/en-us/learn/certifications/exams/ai-102
Microsoft AI-102日本語 Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Implement Decision Support Solutions | 10-15% | - Monitor and optimize decision support solutions - Integrate Azure AI services into applications - Design and implement decision automation |
| Topic 2: Implement Knowledge Mining and Document Intelligence Solutions | 15-20% | - Create custom skills for Azure AI Search - Design document processing pipelines - Implement Azure AI Search solutions - Implement semantic and vector search |
| Topic 3: Implement Computer Vision Solutions | 15-20% | - Implement Azure AI Face service - Process video and generate insights - Read and process documents using Azure AI Document Intelligence - Analyze images using Azure AI Vision - Implement object detection and image classification |
| Topic 4: Implement Generative AI Solutions | 10-15% | - Implement prompt engineering techniques - Integrate Azure OpenAI models into applications - Apply responsible AI practices - Use Azure OpenAI Service for generative AI |
| Topic 5: Plan and Manage an Azure AI Solution | 15-20% | - Manage AI costs and resource allocation - Plan and configure secure AI solutions - Select appropriate Azure AI services and technologies - Implement governance and compliance for AI solutions |
| Topic 6: Implement Natural Language Processing Solutions | 20-25% | - Translate text and speech - Implement speech capabilities using Azure AI Speech - Analyze text using Azure AI Language - Build question answering solutions - Create conversational AI solutions with Azure AI Bot Service |
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