Exam Code: PMI-CPMAI-JPN
Exam Name: PMI Certified Professional in Managing AI (PMI-CPMAI日本語版)
Updated: Oct 18, 2026
Q & A: 161 Questions and Answers
PMI-CPMAI日本語 Free Demo download
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| Section | Weight | Objectives |
|---|---|---|
| AI Risk and Performance Management | 20% | - Technical debt in AI projects - Monitoring and maintenance planning - AI-specific risk identification - AI failure modes and mitigation - Model performance metrics |
| AI Project Lifecycle | 25% | - Model testing and validation - AI deployment and monitoring - Iterative and agile approaches for AI - Data acquisition and preparation - AI project planning and scoping - Model development and training |
| AI Fundamentals and Context | 15% | - AI concepts and terminology - AI business value and use cases - Types of AI (Narrow AI, General AI, Generative AI) - AI history and evolution - AI technologies and techniques overview |
| AI Governance and Ethics | 20% | - Regulatory compliance considerations - Transparency and explainability - AI ethics principles and frameworks - Responsible AI practices - AI governance structures - Bias identification and mitigation |
| AI Team and Stakeholder Management | 20% | - Communication in AI projects - Cross-functional collaboration - Stakeholder engagement strategies - Managing AI specialist expectations - AI team roles and skills |
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The PMI Certified Professional in Managing AI (PMI-CPMAI日本語版) blueprint spans 5 domains — including AI Risk and Performance Management (20%), AI Fundamentals and Context (15%), AI Governance and Ethics (20%). Follow the weightings with your hours; the full outline above details every subtopic.
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No mandatory prerequisites. However, basic project management knowledge (PMP or equivalent experience) is recommended. Secondary school diploma required if pursuing PMI membership. Eligibility rules change over time, so confirm the current requirements on the official page (official PMI-CPMAI日本語 exam page) before you register.
The PMI Certified Professional in Managing AI (PMI-CPMAI日本語版) is PMI's certification exam for PMI Certification, at the Specialized / Professional level — proof of practical skills that employers recognize. Our material for it is written by IT experts and certified trainers with a wealth of exam experience. Related credentials include PMP (Project Management Professional), PMI-ACP (Agile Certified Practitioner), PMI-PBA (Professional in Business Analysis).
AIプロジェクトチームは、AI導入の可否評価を完了しました。その結果、いくつかの技術的およびデータ上の要素が不十分であることが判明しました。
どの行動をとるべきか?
Correct Answer: D 🗳️
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あるITサービス会社が、AIベースの顧客サポートシステムを開発するプロジェクトに取り組んでいる。データ準備の過程で、プロジェクトマネージャーは顧客とのやり取りのログを整理し、変換する必要がある。
欠損データに対処するための効果的な手法は何ですか?
Correct Answer: D 🗳️
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ある組織の経営陣は、AIモデルの実用化に伴う倫理的な影響について懸念を抱いています。プロジェクトマネージャーは、チームへのプレゼンテーションにおいて、これらの懸念にどのように対処すべきでしょうか?
Correct Answer: D 🗳️
Explanation: Only visible for Pass4cram members. You can sign-up / login (it's free).
プロジェクトマネージャーは、建築設計例を描画するための生成型AIモデルの開発に取り組んでいる。
プロジェクトマネージャーは、特定された分野専門家(SME)との効果的なコミュニケーションチャネルを確立する必要がある。
プロジェクトマネージャーは何をすべきでしょうか?
Correct Answer: A 🗳️
AIプロジェクトチームは、データに関する知識と経験に不足があることを認識しました。AIの実装を進めるためには、この問題を解決する必要があります。
効果的な解決策は何でしょうか?
Correct Answer: D 🗳️
Explanation: Only visible for Pass4cram members. You can sign-up / login (it's free).
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