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Microsoft AI-103日本語 Exam Syllabus Topics:

Section	Weight	Objectives
Topic 1: Implement information extraction and knowledge mining	10–15%	- Extract structured data from documents 1. Use Azure AI Document Intelligence 2. Process forms, invoices, and unstructured content - Build knowledge bases and search solutions 1. Create and manage vector indexes 2. Implement Azure AI Search 3. Design knowledge mining pipelines
Topic 2: Implement text and speech analysis solutions	10–15%	- Implement natural language processing 1. Use Azure AI Language services 2. Build conversational language understanding 3. Perform sentiment analysis, entity recognition, and summarization - Implement speech capabilities 1. Speech-to-text and text-to-speech integration 2. Speech translation and speaker recognition
Topic 3: Implement computer vision solutions	10–15%	- Implement image analysis and processing 1. Extract text and structure from images 2. Use Azure AI Vision services 3. Implement object detection and image classification - Build multimodal solutions 1. Combine vision and language capabilities 2. Process and analyze video content
Topic 4: Implement generative AI and agentic solutions	30–35%	- Build generative AI applications 1. Integrate Azure OpenAI and other models 2. Implement function calling and tool use 3. Implement prompt engineering and optimization 4. Build retrieval-augmented generation (RAG) solutions - Design and implement intelligent agents 1. Integrate agents with external systems and data sources 2. Select agent architecture patterns 3. Implement multi-agent workflows and orchestration 4. Manage state, memory, and context
Topic 5: Plan and manage Azure AI solutions	25–30%	- Design Azure AI infrastructure 1. Select appropriate Azure AI Foundry services 2. Plan for security, compliance, and responsible AI 3. Design for scalability, availability, and cost optimization - Manage AI solution development lifecycle 1. Monitor and maintain AI workloads 2. Configure model and agent deployments 3. Integrate with CI/CD pipelines

Microsoft Developing AI Apps and Agents on Azure (AI-103日本語版) Sample Questions:

Question #1

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ユーザーが安全でない画像をアップロードしたり、モデルを操作するための隠された指示を画像に埋め込んだりできることが分かります。
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解決策：保護対象物の検出設定を行います。
これは目標を達成していると言えるでしょうか？

A. いいえ
B. はい

Answer: A