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Instant Download PMI : CPMAI Questions & Answers as PDF & Test Engine
- Exam Code: CPMAI
- Exam Name: Cognitive Project Management in AI (PMI-CPMAI)
- Updated: Oct 07, 2026
- No. of Questions: 324 Questions and Answers
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PMI CPMAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Trustworthy AI | 9% | - Ethical considerations and bias - Transparency and explainability - Privacy and security |
| Topic 2: Managing AI | 8% | - Risk management in AI projects - Stakeholder management - Managing AI project teams and resources |
| Topic 3: Machine Learning | 13% | - Supervised, Unsupervised, and Reinforcement Learning - Deep Learning and Neural Networks - Algorithms and models (e.g., NLP, Computer Vision) |
| Topic 4: Data for AI | 13% | - DataOps concepts - Data strategy and governance - Data preparation and preprocessing |
| Topic 5: CPMAI Methodology | 41% | - Phase III: Algorithm Selection & Model Training
|
| Topic 6: AI Fundamentals | 16% | - Types of AI and Machine Learning - AI capabilities and limitations - Concepts and terminology of Artificial Intelligence |
PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:
You're testing your model and it is overly sensitive to the fluctuations of data and having trouble generalizing. What type of problem is this?
- A. You have selected the wrong algorithm
- B. You have selected the wrong data
- C. You are underfitting the data
- D. You are overfitting the data
Correct Answer: D 🗳️
Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).
You're running an image recognition project and realize that you do not have enough data of a certain type of vehicle. What is the best course of action to get the additional labeled data you need?
- A. Purchase the data from a third party
- B. Perform Data anonymization
- C. Perform Data Sampling
- D. Perform Data Transformation & Multiplication
Correct Answer: A 🗳️
Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).
A project manager is overseeing the quality assurance and quality control of an AI/machine learning (ML) model. The model has been trained and initial tests have shown promising results.
However, the project manager is concerned about the long-term performance and reliability of the model in real-world scenarios. What should the project manager do?
- A. Perform a comprehensive hyperparameter tuning.
- B. Implement additional data augmentation techniques.
- C. Establish continuous monitoring and feedback loops.
- D. Set up cross-validation with a larger dataset.
Correct Answer: C 🗳️
Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).
A project team is using a prompt engineering approach to improve AI/machine learning (ML) model outputs. They started with broad questions and then narrowed down the specific elements.
If the team had provided insufficient context, what would be the result?
- A. The model would perform more efficiently.
- B. The model would generate more creative outputs.
- C. The responses would lack relevance.
- D. The output would include higher accuracy.
Correct Answer: C 🗳️
Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).
A project manager is considering the feasibility of an AI solution for a project aimed at improving customer service response times. They need to decide whether the project requirements can be solved with existing technologies or whether AI is the best approach. Which principle do the project manager's activities represent?
- A. Determining automation potential
- B. Identifying ethical concerns
- C. Assessing scalability requirements
- D. Evaluating cognitive alternatives
Correct Answer: D 🗳️
Explanation: Only visible for Lead2Passed members. You can sign-up / login (it's free).
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