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PMI CPMAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Trustworthy AI | 9% | - Privacy and security - Transparency and explainability - Ethical considerations and bias |
| Topic 2: AI Fundamentals | 16% | - AI capabilities and limitations - Types of AI and Machine Learning - Concepts and terminology of Artificial Intelligence |
| Topic 3: CPMAI Methodology | 41% | - Phase III: Algorithm Selection & Model Training
|
| Topic 4: Managing AI | 8% | - Stakeholder management - Managing AI project teams and resources - Risk management in AI projects |
| Topic 5: Machine Learning | 13% | - Supervised, Unsupervised, and Reinforcement Learning - Algorithms and models (e.g., NLP, Computer Vision) - Deep Learning and Neural Networks |
| Topic 6: Data for AI | 13% | - Data preparation and preprocessing - DataOps concepts - Data strategy and governance |
PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:
Your team is tasked with selecting an algorithm for a supervised learning classification project.
Which algorithm might you choose?
- A. Q learning
- B. Gaussian mixture
- C. K-means
- D. K-nearest neighbor
Correct Answer: D 🗳️
Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).
A project manager is overseeing the transition of a company's legacy system to a new AI-driven solution. The team has identified multiple cognitive patterns required for different aspects of the system. However, the project manager is concerned about overcomplicating the transition. When activity should be performed first?
- A. Consolidate all cognitive patterns into a single iteration.
- B. Establish a phased approach targeting one pattern at a time.
- C. Train employees on all identified cognitive patterns simultaneously.
- D. Identify parts of the project that do not require intelligent systems.
Correct Answer: D 🗳️
Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).
Upper management is looking to roll out a new product and wants to see if there are any patterns and insights that can be discovered from customer data. Your team has been tasked to discover these potential patterns and structures within this data. Which type of machine learning approach would be most appropriate to pick for this problem?
- A. Supervised Learning
- B. All would work equally well
- C. Unsupervised Learning
- D. Reinforcement Learning
Correct Answer: C 🗳️
Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).
A project charter states that the AI solution will "significantly improve customer experience." What is the deficiency in this statement?
- A. It does not specify the AI technique to be used
- B. It is not measurable and cannot support a go/no-go decision
- C. It does not identify the responsible business owner
- D. It does not reference the applicable regulatory framework
Correct Answer: B 🗳️
Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).
A project manager is preparing a contingency plan for an AI-enabled underwriting platform.
During outages, the business must still make time-sensitive decisions. What strategy best supports business continuity?
- A. Only increase marketing to offset the outage
- B. Implement a manual override process with defined escalation and decision rules
- C. Keep the AI system running without monitoring to avoid interruptions
- D. Stop all underwriting until the AI system returns
Correct Answer: B 🗳️
Explanation: Only visible for Pass4Leader members. You can sign-up / login (it's free).
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