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

1. 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 Drift
C) Model reevaluation
D) Model Operationalization

2. Your team is working on an AI-enabled chatbot to be placed on the website. The goal of the chatbot is to be able to answer questions 24/7 to service clients around the globe. When evaluating your data you realize you don't have enough data to train the model.
What's the best course of action?

A) Use the data that you have and keep the project moving
B) Research what Third-Party Models are available and purchase them to keep the project moving
C) Do not move forward with the project
D) Ask your customer service team to generate additional data for you to use for the project

3. A team has started working on their first AI project and they are running this project like a traditional software development project. About two months into the project the team is hitting some major issues, and you're tasked with coming in to help manage this project. Immediately you realize that AI projects need to be treated like data centric projects.
What's the next best course of action?

A) Get the existing team up to speed and make sure existing Agile approaches can support the AI effort
B) Bring in data centric methodology best practices to get this project back on track
C) Hire an entirely new team making sure there is at least one data scientist on this new team
D) Hire an outside consulting firm to handle the technical aspects while you train the team yourself on data centric best practices

4. When building your model you need to make sure you're not only checking for performance and making sure the model is giving the expected results. You also need to make sure the model is accomplishing the business objective.
At what phase of CPMAI is this most appropriate to do this?

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

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

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

Solutions: