Instant Download PMI : PMI-CPMAI
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PMI PMI-CPMAI Exam Syllabus Topics:
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Reference: https://www.pmi.org/certifications/ai-project-management-cpmai
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PMI Certified Professional in Managing AI Sample Questions:
During the evaluation of an AI solution, the project team notices an unexpected decline in model performance. The model was previously achieving high accuracy but has recently shown increased error rates.
Which action will identify the cause of the performance decline?
- A. Checking for issues in the data preprocessing pipeline that may have introduced noise
- B. Analyzing the distribution of real world data for potential shifts
- C. Increasing the amount of regularization to prevent overfitting
- D. Reviewing recent changes made to the model ' s architecture and parameters
Correct Answer: B 🗳️
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A government agency is operationalizing an AI system to optimize urban traffic flow that changes unexpectedly. The project manager needs to gather the required data from traffic cameras, sensors, and historical traffic patterns. What is an effective technique to meet the project manager's goals?
- A. Implementing real-time data synchronization to ensure up-to-date traffic analysis
- B. Applying dimensionality reduction to manage the complexity of traffic sensor data
- C. Developing a probabilistic graphical model to infer latent traffic scenarios
- D. Utilizing data augmentation to increase the diversity of traffic scenarios
Correct Answer: A 🗳️
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A team needs to identify which parts of the project they are working on will require AI and which will not. In addition, they need to determine technology and data requirements.
Which method should be used?
- A. Technical feasibility assessment
- B. Components-based analysis
- C. Detailed data mapping
Correct Answer: B 🗳️
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A city transportation department is deploying an AI model that adjusts traffic signal timing. The department is concerned that traffic patterns will shift seasonally and during major events. What is the best method to manage this risk after deployment?
- A. Increase the training dataset size once before launch
- B. Disable model updates to maintain consistent behavior
- C. Rely on vendor guarantees instead of internal controls
- D. Perform continuous monitoring and auditing for drift and performance degradation
Correct Answer: D 🗳️
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Clean and well-labeled datasets used for machine learning (ML) are being partitioned into three subsets:
training sets, validation sets, and test sets.
As the project team is working on these activities, what is an efficient way to split the data?
- A. Use the same data for all sets.
- B. Split by random subsampling.
- C. Split by patterned subsampling.
- D. Split by alphabetical order.
Correct Answer: B 🗳️
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