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CPMAI Q&A - in .pdf
- Exam Code: CPMAI
- Exam Name: Cognitive Project Management in AI (PMI-CPMAI)
- Updated: Oct 03, 2026
- Q & A: 324 Questions and Answers
- Convenient, easy to study.
Printable PMI CPMAI PDF Format. It is an electronic file format regardless of the operating system platform.
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- Updated: Oct 03, 2026
- Q & A: 324 Questions and Answers
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CPMAI Q&A - Testing Engine
- Exam Code: CPMAI
- Exam Name: Cognitive Project Management in AI (PMI-CPMAI)
- Updated: Oct 03, 2026
- Q & A: 324 Questions and Answers
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PMI CPMAI Exam Syllabus Topics:
| Section | Weight | Objectives |
|---|---|---|
| Topic 1: Trustworthy AI | 9% | - Privacy and security - Ethical considerations and bias - Transparency and explainability |
| Topic 2: Data for AI | 13% | - Data preparation and preprocessing - Data strategy and governance - DataOps concepts |
| Topic 3: Managing AI | 8% | - Risk management in AI projects - Stakeholder management - Managing AI project teams and resources |
| Topic 4: Machine Learning | 13% | - Algorithms and models (e.g., NLP, Computer Vision) - Supervised, Unsupervised, and Reinforcement Learning - Deep Learning and Neural Networks |
| Topic 5: AI Fundamentals | 16% | - Concepts and terminology of Artificial Intelligence - Types of AI and Machine Learning - AI capabilities and limitations |
| Topic 6: CPMAI Methodology | 41% | - Phase III: Algorithm Selection & Model Training
|
PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:
Question #1
A fraud detection model is evaluated on a dataset in which 0.4 percent of transactions are fraudulent. The model reports 99.6 percent accuracy.
How should the project manager interpret this result?
- A. The model meets the accuracy threshold and can be operationalized
- B. The evaluation dataset is too small to support a conclusion
- C. Accuracy is misleading for this distribution; precision and recall must be assessed
- D. The model requires additional training epochs to improve accuracy
Correct Answer: C 🗳️
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Question #2
Creating machine learning models can be complicated. Your team wants to use tools called Automated Machine Learning (AutoML) to simplify the process. You know of another team that has used AutoML tools and it's saved the team a lot of time. However, what's the one area you should not have the AutoML tool help with?
- A. Automatic hyperparameter tuning
- B. Automatic model selection
- C. Automatic algorithm selection
- D. Iterative modeling and evaluation
- E. Automatic model assessment
Correct Answer: D 🗳️
Explanation: Only visible for PracticeDump members. You can sign-up / login (it's free).
Question #3
Your team is working on a project and is running into some issues. You need someone on the team who is able to solve problems in environments of uncertainty, can deal with failure, and has the math and data visualization skills needed to communicate the results with others so the issues can get resolved. What role would be most suited for this?
- A. Data Scientist
- B. Data Engineer
- C. Citizen Data Scientist
- D. Project Manager
Correct Answer: A 🗳️
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Question #4
A team is getting ready to begin working on a ML project. They need to build a data preparation pipeline and someone on the team suggests they reuse the same pipeline they created for their last project. What's wrong with this suggestion?
- A. There is no issue. Pipelines can be reused as needed between projects
- B. Pipelines are model operationalization need specific.
- C. Pipelines are pattern and model need specific.
- D. Pipelines are pattern needs specific so as long as it's the same pattern then you can reuse the pipeline.
Correct Answer: C 🗳️
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Question #5
An AI model is frequently retrained with new data to improve performance. However, stakeholders report inconsistent predictions across releases, causing confusion and reduced trust in the system. What risk is most likely occurring in this situation?
- A. Underfitting
- B. Data leakage
- C. Bias elimination
- D. Model instability
Correct Answer: D 🗳️
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