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One line on a resume can change a salary negotiation. Add the PMI Certified Professional in Managing AI (PMI-CPMAI日本語版) certification to yours — Exam4PDF prepares you with 141 practice questions with expert-verified answers.
| Certification Vendor: | PMI (Project Management Institute) |
|---|---|
| Exam Name: | PMI Certified Professional in Managing AI |
| Exam Number: | PMI-CPMAI |
| Related Certifications: | PMP (Project Management Professional) PMI-ACP (Agile Certified Practitioner) PMI-PBA (Professional in Business Analysis) |
| Exam Format: | Multiple Choice |
| Certificate Validity Period: | 3 years |
| Exam Duration: | 150 minutes |
| Exam Price: | USD $520 for PMI members / USD $670 for non-members |
| Real Exam Qty: | 120 |
| Available Languages: | English |
| Passing Score: | Not publicly disclosed |
| Sample Questions: | ![]() |
| Exam Way: | Computer-based testing at PMI-authorized Pearson VUE test centers worldwide |
| Pre Condition: | No mandatory prerequisites. However, basic project management knowledge (PMP or equivalent experience) is recommended. Secondary school diploma required if pursuing PMI membership. |
| Official Syllabus URL: | https://www.pmi.org/certifications/certified-professional-managing-ai-cp-ai |
| Section | Weight | Objectives |
|---|---|---|
| AI Fundamentals and Context | 15% | - AI history and evolution - AI concepts and terminology - AI technologies and techniques overview - AI business value and use cases - Types of AI (Narrow AI, General AI, Generative AI) |
| AI Risk and Performance Management | 20% | - Monitoring and maintenance planning - AI-specific risk identification - Technical debt in AI projects - Model performance metrics - AI failure modes and mitigation |
| AI Governance and Ethics | 20% | - Responsible AI practices - Transparency and explainability - Regulatory compliance considerations - Bias identification and mitigation - AI governance structures - AI ethics principles and frameworks |
| AI Team and Stakeholder Management | 20% | - Managing AI specialist expectations - Cross-functional collaboration - Stakeholder engagement strategies - AI team roles and skills - Communication in AI projects |
| AI Project Lifecycle | 25% | - Data acquisition and preparation - Model development and training - Iterative and agile approaches for AI - AI project planning and scoping - Model testing and validation - AI deployment and monitoring |
150 minutes, 120 questions — that's your time budget. Rehearse it: the Exam4PDF online engine runs simulation tests with automatic settings, so pacing becomes trained, not lucky.
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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 from time to time, so confirm the current requirements on the official page (official PMI-CPMAI日本語 exam page) before booking.
The PMI Certified Professional in Managing AI (PMI-CPMAI日本語版) blueprint spans 5 domains — including AI Governance and Ethics (20%), AI Fundamentals and Context (15%), AI Team and Stakeholder Management (20%). The weightings are your study map: allocate hours where the points are. Every subtopic appears in the outline above.
USD $520 for PMI members / USD $670 for non-members per attempt, Not publicly disclosed to pass. Cost-effective preparation matters here: the 141 practice questions for the PMI Certified Professional in Managing AI (PMI-CPMAI日本語版) cost a fraction of one retake.
Yes — download the free PMI-CPMAI日本語 demo before buying and assess the quality and reliability yourself; it's the best way to avoid wasting money on bootless material. Purchases include 365 days of free updates, renewable later at half price.
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. Passing it demonstrates proficiency with specific technologies — a credential employers from small business to enterprise recognize. Related credentials include PMP (Project Management Professional), PMI-ACP (Agile Certified Practitioner), PMI-PBA (Professional in Business Analysis).
プロジェクトマネージャーが、営業における予測分析に使用されているAIモデルのパフォーマンスを評価している。モデルの精度は許容範囲内だが、精度が低い。
精度に関する問題の原因は何ですか?
Correct Answer: A 🗳️
Explanation: Only visible for Exam4PDF members. You can sign-up / login (it's free).
あるチームが予測プロジェクトを実施しており、過去のユーザーデータを利用して将来の結果をより正確に予測したいと考えている。
しかし、チームは必要なデータすべてにアクセスできるわけではない。
プロジェクトマネージャーはどのような行動を取るべきでしょうか?
Correct Answer: D 🗳️
Explanation: Only visible for Exam4PDF members. You can sign-up / login (it's free).
あるITサービス企業のプロジェクトチームは、ネットワークセキュリティを強化するためのAIソリューションを開発している。プロジェクトが望ましい成果を確実に達成できるよう、成功基準を明確に定義する必要がある。
プロジェクトマネージャーは、関連する成功基準を定義するために何をすべきでしょうか?
Correct Answer: B 🗳️
AIプロジェクトチームのメンバーはそれぞれ、認知的側面と非認知的側面の両方を含む、プロジェクトのさまざまな部分を担当しています。プロジェクトマネージャーは、効果的な説明責任文書化を確実に実施する必要があります。
正確な文書作成を確実にするためには、どの方法が有効でしょうか?
Correct Answer: C 🗳️
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ある金融サービス会社は、不正検出を強化するためにAIを導入しようとしている。データ評価を監督するため、プロジェクトマネージャーは、取引履歴や顧客プロファイルを含む入力データの完全性と正確性を確保する必要がある。
どの方法が、要件を満たす結果をもたらすか?
Correct Answer: A 🗳️
Explanation: Only visible for Exam4PDF members. You can sign-up / login (it's free).
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