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

1. Your team is running a forecasting project and wants to use previous user data to better predict future outcomes. However your team doesn't have access to all the data it needs.
What's the best course of action?

A) Move ahead as planned and hope you get access to the data once you need it. Since you're using an iterative approach you can always go back to steps as needed later on.
B) Cautiously move forward knowing you may need to pause mid-project which is ok.
C) Do not move forward until you have access to all the data you need.
D) Move ahead as planned so you stay on time with your project.

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. The confusion matrix measures how the algorithm performs for a binary classification activity. As your team is running tests to evaluate model performance, they are seeing the model is incorrectly categorizing flowers as trees.
Your model is provided the following:

A) False Positive results
B) True Negative results
C) False Negative results
D) True Positive results

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

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

5. One of the key elements of a data-centric methodology is the data requirements phase. During CPMAI Phase II, several unexpected issues have developed and are now threatening the data collection efforts.
What course of action might make the issue worse?

A) See if you already have access to enough data to continue with the project
B) See if you can adjust the scope of this interaction to continue with the project
C) See if you can purchase the data needed to continue with the project
D) See if you can expand the scope to continue with the project

Solutions: