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

1. The team is evaluating where the sources of the data for training are. What phase of CPMAI are they in?

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

2. Your model has been working fine for the last three months, however recently you notice the model's performance has greatly declined. What seems to have been overlooked in your workflow pipeline?

A) Model retraining
B) Model reevaluation
C) Model Operationalization
D) Model Drift

3. 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) Move ahead as planned so you stay on time with your project.
C) Do not move forward until you have access to all the data you need.
D) Cautiously move forward knowing you may need to pause mid-project which is ok.

4. You're running an image recognition project and realize that you do not have enough data of a certain type of vehicle. What is the best course of action to get the additional labeled data you need?

A) Purchase the data from a third party
B) Perform Data Transformation & Multiplication
C) Perform Data Sampling
D) Perform Data Anonymization

5. You are leading a project to develop a new predictive maintenance solution. Together with your project team you determine your data needs, see if you have access to the data, and then begin working on the project.
Which phase best describes the work you are performing?

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

Solutions: