PMI CPMAI : Cognitive Project Management in AI (PMI-CPMAI)

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PMI CPMAI Exam Syllabus Topics:

PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:

1. A fraud detection system must minimize false positives to avoid incorrectly flagging legitimate transactions. The team is selecting evaluation metrics to optimize model performance accordingly. Which metric should be prioritized in this scenario?

A) Precision
B) F1-score
C) Recall
D) Accuracy

2. Which of the following best describes the technical definition of Machine Learning?

A) An approach to using increasing levels of intelligence to solve greater cognitive needs from unintelligent automation to autonomous business process.
B) The use of computing technology to enable machines to gain cognitive intelligence.
C) The application of pre-defined rules and algorithms to solve complex problems.
D) A computer program is said to learn from experience E with respect to some class of tasks T and performance measure P if its performance at tasks in T, as measured by P, improves with experience E.

3. Your team is working on a new project for finding the most optimal flow of warehouse robots on the warehouse floor. Which type of machine learning approach would be most appropriate to pick for this problem?

A) Reinforcement Learning
B) Supervised Learning
C) All would work equally well
D) Unsupervised Learning

4. A project manager is preparing a contingency plan for an AI-driven customer service platform.
They need to determine an effective strategy to handle potential system downtimes. Which strategy addresses the project manager's objective?

A) Providing extensive training to customer service representatives on handling AI failures
B) Implementing a manual override system for critical customer queries
C) Creating a robust customer service logging system to quickly identify and resolve issues
D) Developing an automated fallback chatbot with limited capabilities

5. A government agency plans to implement a new AI-driven solution for automating risk analysis.
The project team needs to ensure that all stakeholders accept the solution and the project scope is well-defined. They must identify whether the AI approach is the best solution compared to traditional methods. Which method meets this objective?

A) Developing a prototype using generative adversarial networks (GANs)
B) Conducting a detailed analysis to evaluate other potential AI solutions
C) Performing a comprehensive AI go/no-go assessment focusing on technology and data factors
D) Utilizing a hybrid approach combining cognitive and noncognitive parts to satisfy all parties

Solutions: