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

1. 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) Has the "cool" factor
B) Solves an already solved problem but does it better and cheaper
C) Enhance revenue
D) Improve company competitiveness in the market
E) Solves a previously unsolved problem
F) Explores a proof of concept for an AI project

2. When looking to implement AI to help break the Digital Transformation logjam, it's important to:

A) Start with basic automation and introduce AI only as needed
B) Figure out which pattern(s) of AI are needed to incorporate intelligent systems into non-digital processes
C) Have the right culture for AI
D) Invest in technology solutions to solve the problem

3. An inexperienced team is training a neural network model on a desktop computer and this is taking a significant amount of time. What would you recommend to them to speed up model training?

A) Use a contractor to do the training portion
B) Train the model on GPUs
C) Break the dataset up into multiple smaller datasets and train the model on each of the smaller datasets over a desktop computer
D) Train the model over multiple desktop computers

4. You have an Anomaly Detection project you're working on and you need a simple approach of clustering data into classified groups. Which algorithm is the best choice given this situation?

A) Hidden Markov Model
B) Decision Tree
C) K-Means Clustering
D) Neural Network

5. Your team is looking for a short term ROI project and decides that an AI-enabled chatbot will be the project to start with. During Phase I of CPMAI you go through the AI Go/No Go decision chart and realize that you have not answered yes to all the business feasibility questions. You and the team have not determined a clear problem definition.
What's the best course of action with how to proceed?

A) Cautiously move forward as planned. You do not need to answer yes to all the questions in the AI Go/No Go decision chart to start your project.
B) Do not move forward and cancel the project altogether.
C) Do not move forward until you can determine a clear problem definition.
D) Move forward with the project as planned. The problem definition will become clear later on in the project.

Solutions: