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

1. You have been tasked at your organization to manage a large language model (LLM) project.
Identify what LLMs are useful for. (Select all that apply.)

A) Process automation
B) Improve search quality
C) Text summarization
D) Machine Translation
E) Classify and categorize content
F) Code generation

2. Your organization wants to keep an eye on AI systems for Governance purposes. What are the most crucial things to consider? (Select all that apply.)

A) Key Performance Indicators (KPIs)
B) Algorithm selection
C) Human chain of accountability
D) AI System testing requirements
E) ROI determination
F) Continuous System monitoring
G) Vendor procurement methods
H) Data source identification

3. A project manager is reviewing the performance of an AI model used for predictive analytics in sales. The model's accuracy is within acceptable limits; however, its precision is low.
What is the cause for the precision issue?

A) The feature selection process is flawed
B) The model is underfitting the validation data
C) The training data is unbalanced
D) The model is overfitting the training data

4. You want to create a model to figure out if a customer would be likely to repurchase a certain item. The project owner doesn't want you to create anything too complicated, and you have a limited data set to work with.
Which algorithm is the best choice given these constraints?

A) Ensemble models
B) Generative AI
C) Neural Networks
D) Naive Bayes

5. A project manager meets with a customer for initial discussions about an upcoming project. At the end of the meeting, the customer asks the project manager for a rough estimate of the project duration. Based on her experience with three similar projects, the project manager provides an estimate of 8-10 months.
What's wrong with this timeframe?

A) It fits into a waterfall timeframe, but not an agile project timeframe
B) It's underestimating the project timeline by 3 months
C) It's not accounting for data preparation timelines
D) It's not accounting for potential project delays

Solutions: