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

1. Your team is ready to operationalize the model they have been working on. It's a model that is meant to be used on an "edge device", specifically a mobile phone and the user may sometimes be in remote locations without regular access to the internet.
What's the most important thing to consider here?

A) Make sure the model lives in a hybrid environment
B) Make sure the model is available over a cloud-based API
C) Make sure the model lives on the edge device so it can be used regardless of internet connection
D) Make sure that you can use Generative AI solutions on an edge device

2. You're being told by upper management that you need to manage a new AI project. You need to determine the AI project fit to make sure you're actually solving a real business problem. During phase I: Business Understanding, you should consider at least one of the following (Select all that apply):

A) Explores a proof of concept for an AI project
B) Solves a previously unsolved problem
C) Improve company competitiveness in the market
D) Has the "cool" factor
E) Enhance revenue
F) Solves an already solved problem but does it better and cheaper

3. Your team is working on an AI system to provide a more personalized experience for customers on your website. What should the team do in regard to determining the pattern of AI with regards to the ROI of the project?

A) First determine the pattern of AI you want to use and then work with stakeholders to come up with ROI
B) First identify the AI pattern you want to use and then figure out the ROI
C) First identify the objective you're trying to solve or the ROI you desire and then use that to figure out the correct pattern
D) First talk to senior managers who set the ROI of the project

4. Your team is testing the NLP model they just created to make sure it's performing as expected.
Some of your team members want to move this model to production and move to the next iteration.
What's wrong with this workflow?

A) Nothing is wrong with this workflow. You can move to the next iteration
B) Team members should not be able to move to new projects until senior management signs off
C) Model Evaluation requires continuous model evaluation, retraining, and operationalization
D) You need to make sure the AI Go/No Go questions have been addressed

5. Leadership wants a new HR system built that will better handle potential candidate matching. The project manager assigned to this project believes that the project is well-suited for AI, however they are unsure which pattern of AI this would be.
What should the project manager do?

A) Conduct a straw poll with stakeholders to determine which pattern of AI this project falls under so they can best collect the data needed and skill sets for the team.
B) Pick an algorithm that seems best suited for the problem and then determine which pattern of AI it is based on the algorithm selected.
C) Determine which pattern of AI this project falls under so they can best collect the data needed and skill sets for the team.
D) Move forward without determining which pattern of AI this falls under.

Solutions: