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

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

2. An IT services company is working on a project to develop an AI-based customer support system.
During data preparation, the project manager needs to clean and transform customer interaction logs.
What is an effective technique to handle any missing data?

A) Remove records with missing values if minimal
B) Duplicate existing data to fill in missing gaps
C) Ignore missing data if it seems insignificant
D) Fill missing values with zeros without analysis

3. A team is retraining a model and creating a new version of that model. What's the most important thing for the team to have in place before doing this?

A) Data operations
B) Model operations
C) Model discovery
D) Model Governance

4. You have been tasked with creating a model that will recommend products based on what other customers have similarly purchased. Which algorithm is the best choice given this situation?

A) K-means
B) Neural Network
C) Hyperpersonalization
D) K Nearest Neighbor

5. As an organization building an AI solution for your current customers based in NYC, but with possible plans for future expansion, how should you handle worldwide AI laws and regulations?

A) Make sure to follow relevant data, privacy, and other important laws both in the US and where you're likely to expand to in the coming year
B) Make sure to follow relevant data, privacy, and other important laws as it pertains to NYC
C) You're too small of an organization to be worried about laws at the moment
D) Make sure to follow relevant data, privacy, and other important laws as it pertains to the United States

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