Microsoft AI-103日本語 Q&A - in .pdf

  • Exam Code: AI-103日本語
  • Exam Name: Developing AI Apps and Agents on Azure (AI-103日本語版)
  • Updated: Sep 04, 2026
  • Q & A: 159 Questions and Answers
  • Printable Microsoft AI-103日本語 PDF Format. It is an electronic file format regardless of the operating system platform.
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Microsoft AI-103日本語 Q&A - Testing Engine

  • Exam Code: AI-103日本語
  • Exam Name: Developing AI Apps and Agents on Azure (AI-103日本語版)
  • Updated: Sep 04, 2026
  • Q & A: 159 Questions and Answers
  • Install on multiple computers for self-paced, at-your-convenience training.
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Microsoft AI-103日本語 Exam Syllabus Topics:

SectionWeightObjectives
Implement computer vision solutions10–15%- Build multimodal solutions
  • 1. Combine vision and language capabilities
  • 2. Process and analyze video content
- Implement image analysis and processing
  • 1. Implement object detection and image classification
  • 2. Extract text and structure from images
  • 3. Use Azure AI Vision services
Implement information extraction and knowledge mining10–15%- Build knowledge bases and search solutions
  • 1. Create and manage vector indexes
  • 2. Design knowledge mining pipelines
  • 3. Implement Azure AI Search
- Extract structured data from documents
  • 1. Use Azure AI Document Intelligence
  • 2. Process forms, invoices, and unstructured content
Implement text and speech analysis solutions10–15%- Implement speech capabilities
  • 1. Speech translation and speaker recognition
  • 2. Speech-to-text and text-to-speech integration
- Implement natural language processing
  • 1. Perform sentiment analysis, entity recognition, and summarization
  • 2. Build conversational language understanding
  • 3. Use Azure AI Language services
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. Build retrieval-augmented generation (RAG) solutions
  • 2. Integrate Azure OpenAI and other models
  • 3. Implement function calling and tool use
  • 4. Implement prompt engineering and optimization
Plan and manage Azure AI solutions25–30%- Design Azure AI infrastructure
  • 1. Plan for security, compliance, and responsible AI
  • 2. Design for scalability, availability, and cost optimization
  • 3. Select appropriate Azure AI Foundry services
- Manage AI solution development lifecycle
  • 1. Configure model and agent deployments
  • 2. Monitor and maintain AI workloads
  • 3. Integrate with CI/CD pipelines

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

Question 1

PDF形式のポリシーマニュアルを取り込むAzure AI Searchインデクサーをお持ちです。
クライアントアプリケーションは、テキストと画像の両方について境界ポリゴンを持つページレベルの引用を表示する必要があります。
Azure AI Search スキルセットに、組み込みのマルチモーダルコンテンツ抽出スキルを 1 つ追加する必要があります。ソリューションは、次の要件を満たす必要があります。
テキストと画像の位置メタデータを提供する。
複数ページにまたがる表を抽出する。
何を追加すればいいですか?

A. GenAIプロンプト
B. 文書抽出
C. Foundry ToolsにおけるAzureコンテンツの理解
D. ドキュメントレイアウト


Question 2

あなたは生産ラインを備えた工場を所有しています。
生産ラインで作業する従業員の動きを検知・追跡するために、ビデオ映像を分析するソリューションを開発する必要があります。
ソリューションにはどのサービスを含めるべきでしょうか?

A. Azure AI Face
B. Foundry Toolsの画像解析におけるAzure Vision
C. Azure AI Video Indexer
D. Foundry ToolsのAzure Visionによる空間分析


Question 3

ドラッグアンドドロップ問題
社内ドキュメントに基づいたカスタマーサポートエージェントを含むMicrosoft Foundryプロジェクトがあります。
最近のアップデート後、ユーザーから以下の問題が報告されています。
- 一部の回答は、取得された文書によって裏付けられていません。
- ごく一部の回答がポリシー違反としてフラグ付けされています。
それぞれの問題を評価する必要があります。
各課題に対して、どの可観測性シグナルを使用すべきでしょうか?回答するには、適切な可観測性シグナルを正しい課題にドラッグしてください。各可観測性シグナルは、1回、複数回、または全く使用しない場合があります。コンテンツを表示するには、ペイン間のスプリットバーをドラッグするか、スクロールする必要がある場合があります。
注:正解ごとに1ポイントが加算されます。


Question 4

あなたは薬局向けの音声エージェントを開発しています。音声による質問を受け付け、合成音声で応答し、一般的な音声モデルでは聞き間違えやすい専門的な医薬品名を正確に認識する必要があります。どの機能を構成すべきでしょうか?

A. デフォルトのテキスト読み上げ音声のみ
B. Azure Translatorを使用して音声を変換します
C. 音声ストリームに対するAzure AI Document Intelligence
D. エージェント内の音声テキスト変換のためのカスタム音声モデル


Question 5

トラフィック量の多いエージェントを含む Microsoft Foundry プロジェクトがあります。
最近のアップデート後、運用コストが大幅に増加しました。
監視の結果、エージェントへのユーザーアクセス量は変化していないことが確認されました。
リクエストまたはレスポンスの特性の変化が、増加の原因となっているのではないかと疑っている。
追加コストの原因が、モデルの入力サイズ、出力サイズ、またはツール使用範囲の拡大のいずれにあるかを特定する必要があります。
どの可観測性機能を使用すべきでしょうか?

A. レイテンシー
B. トークンの使用
C. 実行成功率
D. 評価指標


Solutions:

Question 1
Answer: C
Question 2
Answer: D
Question 3
Answer: Only visible for members
Question 4
Answer: D
Question 5
Answer: B

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