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

1. Enhancing and cleaning data is an important action during which phase of CPMAI?

A) Phase II
B) Phase V
C) Phase III
D) Phase VI
E) Phase I
F) Phase IV

2. An IT services company is working on a project to develop an AI-based customer support system.
During data preparation, the project manager needs to clean and transform customer interaction logs.
What is an effective technique to handle any missing data?

A) Ignore missing data if it seems insignificant
B) Remove records with missing values if minimal
C) Duplicate existing data to fill in missing gaps
D) Fill missing values with zeros without analysis

3. Data Engineering is 80%+ of most AI projects, so building a good Data Engineering Environment is key to AI Project Success. As the manager of this project, you need to make sure you have correct staffing needs.
What's the most critical role to staff for in the Big Data / Data Engineering Environment?

A) Data Scientists
B) Data Engineering and Data Scientists
C) Senior management
D) Data Engineering
E) All roles are critical to staff in the Four different AI Tech environments

4. During CPMAI Phase II of your project, your team is going through their data collection needs.
One team member wants to make use of pre-trained models while another member is adamantly against it.
As the project lead, what should you do?

A) Evaluate your data and use only what you have and build all models in house.
B) Evaluate your data and see if using pre-trained models make sense. If so, have the team do research to find the ones that best suit your project.
C) Have one team build all models in-house and the other team use pre-trained models and see which team's models perform better.
D) Evaluate your data and see if using pre-trained models make sense. If so, have the team see what pre-trained models your company already owns and use those.

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

Solutions: