PMI CPMAI_v7 Exam Syllabus Topics:
| Topic | Details |
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| Topic 1 | - Domain VI Trustworthy AI: This section is designed for the Project Manager and focuses on ethical, responsible, and transparent AI development. It covers building trustworthy systems, dispelling misconceptions, evaluating real-world ethical concerns, defining responsible frameworks, and implementing mitigation tactics for unintended harms. It addresses data privacy, GDPR compliance, protection of PII, anonymization techniques, security against adversarial threats, and monitoring.
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| Topic 2 | - CPMAI Methodology: This domain measures the skills of a Project Manager and outlines the distinctive characteristics of AI projects compared to traditional software development. It investigates failure drivers, ROI justification, data quantity and quality challenges, proof-of-concept issues, real-world deployment barriers, lifecycle continuity, vendor mismatches, stakeholder misalignment, and adaptation of waterfall, lean, and agile approaches through the six phases of the CPMAI framework.
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| Topic 3 | - Data for AI: This domain targets the Data
- AI Lead and explores the central role of data in AI deployments, including Big Data concepts and unstructured data utility. It defines data governance strategies such as steering, stewardship, lifecycle mapping, lineage tracking, and master data practices.
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| Topic 4 | - Managing AI: This section is for the Project Manager and involves assessing model performance through quality assurance practices, validation techniques, overfitting and underfitting strategies, alignment with KPIs, and iterative refinements. It additionally covers the deployment of AI from training to inference, operationalization in production environments, on-premise or cloud resource selection, data lifecycle management, version control, and the choice of appropriate machine learning services.
|
Reference: https://www.pmi.org/shop/tc/p-/digital-product/cognitive-project-management-in-ai-(cpmai)-v7---training-,-a-,-certification/cpmai-b-01
PMI CPMAI_v7 Exam Overview:
| Certification Vendor: | PMI |
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| Exam Name: | Cognitive Project Management in AI (CPMAI v7) - Training & Certification Exam |
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| Exam Number: | CPMAI_v7 |
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| Related Certifications: | PMI-CPMAI |
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| Real Exam Qty: | 100 |
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| Available Languages: | English |
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| Exam Duration: | 120 minutes |
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| Passing Score: | Pass/Fail based on psychometric analysis |
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| Exam Format: | Computer-based testing, Online-proctored testing |
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| Exam Price: | $699 USD |
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| Sample Questions: | PMI CPMAI_v7 Sample Questions |
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| Exam Way: | Computer-based testing (CBT) via Pearson VUE testing centers or Online-Proctored Testing (OPT) |
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| Pre Condition: | Completion of PMI-CPMAI Exam Prep Course required. Foundational knowledge of AI, data analytics, or project management helpful but not required. |
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| Official Syllabus URL: | https://www.pmi.org/-/media/pmi/documents/public/pdf/certifications/cpmai-v7-exam-content-outline_2025---final.pdf |
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