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

1. An aerospace firm is developing an AI system for predictive maintenance of their aircraft. The project team needs to define the required data to train the model.
Which activity should the project manager implement?

A) Implementing data cleaning and preprocessing routines
B) Developing a comprehensive data collection strategy
C) Conducting a pilot test with a small dataset
D) Setting up real-time data streaming from aircraft sensors

2. 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

3. You are establishing the data requirements for the project. Which of the following tasks is the least likely to impact data requirements?

A) The makeup of your data team
B) The location/source of your data collection
C) The volume of the data you collect
D) The quality of the data you collect

4. For AI projects the code and systems don't matter as much as the dat

A) Understanding which algorithms are best for your data needs.
B) In fact, big data is what's powering much of this latest wave of AI. What's most important for your company to consider around data?
C) Because of almost-infinite storage and compute power, collect as much data as possible and deal with organizing it later.
D) Have team members that have experience, understanding of tools, and the ability to deal with massive volumes of data.
E) Collect enormous amounts of data - the more data the better.

5. An IT services company is integrating an AI solution to automate its customer service functions.
The integration team is facing resistance from the customer's employees.
Which action should the project manager perform to manage this risk?

A) Implement a gradual phased rollout
B) Mandate immediate transition from management
C) Offer the option to join another team
D) Conduct all-hands meetings on the benefits

Solutions: