PMI PMI-CPMAI日本語 : PMI Certified Professional in Managing AI (PMI-CPMAI日本語版)

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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

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PMI PMI-CPMAI日本語 Exam Syllabus Topics:
SectionWeightObjectives
AI Risk and Performance Management20%- Technical debt in AI projects
- Monitoring and maintenance planning
- AI-specific risk identification
- AI failure modes and mitigation
- Model performance metrics
AI Project Lifecycle25%- 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 Context15%- 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 Ethics20%- 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 Management20%- Communication in AI projects
- Cross-functional collaboration
- Stakeholder engagement strategies
- Managing AI specialist expectations
- AI team roles and skills

PMI Certified Professional in Managing AI (PMI-CPMAI日本語版) Exam FAQ

USD $520 for PMI members / USD $670 for non-members per attempt, Not publicly disclosed to pass. Preparation is the cheaper insurance: the 161 practice questions from Pass4cram cost far less than a second registration.

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.

150 minutes for 120 questions. Get used to the pressure in advance: the Pass4cram online engine recreates the formal test atmosphere on any device, so your pacing is trained before it counts.

Files arrive within a minute of payment by automatic email — no installation limits, and 24/7 customer assisting if nothing shows up within 2 hours (check spam). If you fail the corresponding PMI-CPMAI日本語 exam within 60 days of purchase, we reduce your loss two ways: a full refund — send a scanned enrollment slip plus the official Score Report PDF within 2 days of the exam, processed within 7 days — or a free change to two other equal-value products if you have another test ahead. Excluded: exams within 3 days of purchase, candidate names that don't match the payer, and free or expired products.

Yes — download the free PMI Certified Professional in Managing AI (PMI-CPMAI日本語版) demo to learn about our products before you buy. Purchases include 365 days of free updates, with each new version emailed to you immediately upon release; renew afterward at 50% off.

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).

PMI Certified Professional in Managing AI (PMI-CPMAI日本語版) Sample Questions:
Question #1

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?

  • A. 追加の評価なしにAIプロジェクトを開始する
  • B. データの問題があっても開発を進める
  • C. データではなく、技術アップグレードのみに注力する
  • D. データ品質と関係者の連携を確認する
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #2

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?

  • A. 既存のデータを複製して、不足している部分を補完する
  • B. 分析を行わずに欠損値をゼロで埋める
  • C. 欠損データが重要でないと思われる場合は無視する
  • D. 欠損値が最小限の場合は、欠損値のあるレコードを削除します。
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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Question #3

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?

  • A. AIモデルが一般データ保護規則(GDPR)およびその他の規制にどのように準拠しているかを説明する
  • B. モデルの高いパフォーマンス指標と低いエラー率を強調する
  • C. 差分プライバシーの実装と、データ保護に使用されるアルゴリズムについて説明する。
  • D. 公平性を確保するためのバイアス検出ツールの使用を実演する
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

Explanation: Only visible for Pass4cram members. You can sign-up / login (it's free).

Question #4

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?

  • A. ドメイン固有の課題を解決するための円滑なコラボレーションを可能にする。
  • B. 中小企業が最終的な建築設計の実施を監督できるようにする。
  • C. 中小企業が建築設計の決定に責任を持つようにする。
  • D. 外部コンサルタントへの依存度を減らすことで、プロジェクトコストを最小限に抑える。
Reveal Solution  Discussion  0

Correct Answer: A  🗳️

Question #5

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?

  • A. AI専用のデータ強化プロトコルを活用してデータ品質を向上させる
  • B. 専門知識のギャップを埋めるために、適応型データ知識フレームワーク(ADKF)を導入する
  • C. 包括的なデータ活用プログラムに参加し、内部能力を構築する。
  • D. 外部のデータコンサルタントを雇い、的を絞った指導とトレーニングを提供する
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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