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

1. Your team is planning an AI-enabled chatbot project to help reduce call center load. They are currently determining if the project can get off the ground and working through the AI Go/No Go feasibility questions.
What stage of CPMAI is the team currently working on?

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

2. You're working with an inexperienced team and this is all their first AI project. You're trying to work on a supervised learning binary classification problem to determine if emails are spam or not.
What is the best approach for this project?

A) Pick an ensemble method since you're not sure which algorithm will perform best
B) Pick a neural network algorithm since you know this works well for supervised learning approaches
C) Pick a simple algorithm such as naive bayes
D) Pick a simple algorithm such as Gaussian mixture

3. Your team is working on an NLP model and has just operationalized the first model. Your team makes updates to the model, overwrites the original model, and puts this new model into operation. However, one of the teams using the model has seen a decrease in performance and is asking to use the original model.
What critical error did your team make?

A) They did not have a model retraining pipeline that took into account models
B) They did not practice model iteration and properly iterate on the model
C) They did not have data governance in place
D) They did not practice model versioning and keep all versions of the model

4. 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) Enhance revenue
C) Has the "cool" factor
D) Solves an already solved problem but does it better and cheaper
E) Solves a previously unsolved problem
F) Improve company competitiveness in the market

5. You're running an AI project and want to speed up training of the model so that you can complete your current CPMAI iteration within the two week timeframe the team has set.
What's one approach to speed up model training?

A) Use Brute force method
B) Use cloud-based technology
C) Use or extend a pre-trained model
D) Use data from a previous project

Solutions: