Microsoft AI-103日本語 Q&A - in .pdf

  • AI-103日本語 pdf
  • Exam Code: AI-103日本語
  • Exam Name: Developing AI Apps and Agents on Azure (AI-103日本語版)
  • Updated: Aug 05, 2026
  • Q & A: 159 Questions and Answers
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  • Exam Code: AI-103日本語
  • Exam Name: Developing AI Apps and Agents on Azure (AI-103日本語版)
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  • Q & A: 159 Questions and Answers
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  • Exam Code: AI-103日本語
  • Exam Name: Developing AI Apps and Agents on Azure (AI-103日本語版)
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Microsoft AI-103日本語 Exam Syllabus Topics:

SectionWeightObjectives
Implement computer vision solutions10–15%- Build multimodal solutions
  • 1. Process and analyze video content
  • 2. Combine vision and language capabilities
- Implement image analysis and processing
  • 1. Extract text and structure from images
  • 2. Implement object detection and image classification
  • 3. Use Azure AI Vision services
Plan and manage Azure AI solutions25–30%- Manage AI solution development lifecycle
  • 1. Configure model and agent deployments
  • 2. Monitor and maintain AI workloads
  • 3. Integrate with CI/CD pipelines
- 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
Implement information extraction and knowledge mining10–15%- 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. Implement Azure AI Search
  • 2. Design knowledge mining pipelines
  • 3. Create and manage vector indexes
Implement text and speech analysis solutions10–15%- Implement natural language processing
  • 1. Perform sentiment analysis, entity recognition, and summarization
  • 2. Build conversational language understanding
  • 3. Use Azure AI Language services
- Implement speech capabilities
  • 1. Speech translation and speaker recognition
  • 2. Speech-to-text and text-to-speech integration
Implement generative AI and agentic solutions30–35%- Design and implement intelligent agents
  • 1. Select agent architecture patterns
  • 2. Manage state, memory, and context
  • 3. Implement multi-agent workflows and orchestration
  • 4. Integrate agents with external systems and data sources
- Build generative AI applications
  • 1. Integrate Azure OpenAI and other models
  • 2. Implement function calling and tool use
  • 3. Build retrieval-augmented generation (RAG) solutions
  • 4. Implement prompt engineering and optimization

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

1. 財務チームは、請求書から請求書番号や合計金額などの名前付きフィールドを抽出する必要があり、信頼度の低い値を人間のレビュー担当者に送るために、フィールドごとの信頼度スコアも必要としています。どの Azure Content Understanding モードを使用すべきでしょうか?

A) 信頼度スコアリングにはAzure AI Document Intelligenceが必要なため、どちらも該当しません。
B) どちらのモードでも、信頼度スコアが返されるため、どちらでも構いません。
C) 標準モード
D) プロモード


2. あなたは、Microsoft Foundryのマルチモーダルモデル展開を使用するApp1という名前のアプリを持っています。
App1はアップロードされた画像に対して光学文字認識(OCR)を実行し、OCRの出力結果をプロンプトに追加情報として表示します。
アップロードされた画像の中には、テキストが埋め込まれているものがあります。
モデルが潜在的に悪意のある命令を処理しないようにする必要があります。
何を使うべきでしょうか?

A) 画像モデレーション
B) 保護された素材テキスト
C) ユーザープロンプト用のプロンプトシールド
D) 文書用のプロンプトシールド


3. あなたは、顧客サポートプラットフォーム向けに、Microsoft Foundry 上で音声処理ソリューションを構築しています。
このプラットフォームは通話内容をリアルタイムで文字起こしするため、社内の管理者は通話中に文字起こしを確認し、問題点を検知することができます。通話音声は電話システムから連続ストリームとして配信されます。
通話の文字起こしが音声ストリームの再生開始からわずか数秒以内に表示されるようにする必要があります。
あなたはどうすべきでしょうか?

A) 音声翻訳を使用して、複数の言語の文字起こしを生成します。
B) カスタムニューラルボイスを使用してテキスト読み上げ機能を使用します。
C) 録音された音声ファイルに対してバッチ文字起こしジョブを実行します。
D) リアルタイム音声認識を使用して、ストリーミング音声入力を処理します。


4. あなたは、複数のエージェントを含む「Project1」という名前のMicrosoft Foundryプロジェクトを計画しています。
各エージェントは同じAzure AI Searchリソースにアクセスします。
Project1内でAzure AI Searchの認証情報を一元管理するためのソリューションを提案してください。このソリューションは、すべてのエージェントに実装する必要があります。
何をおすすめしますか?

A) Azure AI Search リソースのキーベースのアクセス制御を無効にします。
B) Azure AI Search リソースへの接続を追加します。
C) Azure AI Search リソースに対してロールベースのアクセス制御 (RBAC) を有効にします。
D) Azure AI Search リソースに接続するマネージド プライベート エンドポイントを作成します。


5. あなたはAzureサブスクリプションをお持ちです。
あなたは、Azure AIのDALL-Eモデルを使用するアプリを開発する予定です。
モデルをデプロイする必要があります。
何を使うべきでしょうか?

A) Microsoft Foundry および Azure コマンドラインインターフェイス (CLI)
B) Azure SDK for JavaScript および Azure Machine Learning Studio。
C) AzureポータルとMicrosoft Graph API
D) PythonおよびPowerShellコマンドレット用のAzure SDK。


Solutions:

Question # 1
Answer: C
Question # 2
Answer: D
Question # 3
Answer: D
Question # 4
Answer: B
Question # 5
Answer: A

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