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

1. You have been receiving customer data for the past six months. However recently you notice that this data has drastically changed due to the upcoming holiday season.
What seems to be taking place?

A) An incomplete milestone list
B) Lack of stakeholder support
C) Model Drift
D) Data Drift

2. In what way would you be using Generative AI if you used the results of the Generative AI solution to improve and accelerate your job?

A) As an Augmented Intelligence system
B) As an autonomous system removing the human from the loop
C) As a programmatic approach for automation
D) Used for Hyperpersonalization

3. Use cognitive technologies/AI when you can't code the rules or you can't scale easily with people or automation. As a good rule of thumb when deciding if AI is right for the project you should:

A) Decide if it's a statistics pattern. If it's statistical then go with the AI project.
B) Decide if it's probabilistic or deterministic patterns. If it's probabilistic then go with the AI project.
C) See if simple rules work. If yes, then pick the right AI solution to solve the problem.
D) Decide if it's probabilistic or deterministic patterns. If it's deterministic then go with the AI project.

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

5. Clean, well-labeled datasets used for machine learning are partitioned into three subsets:
Training sets, Validation sets, and Test sets. As your team is doing this, what's the best way to split up this data?

A) Split by patterned subsampling
B) Split by alphabetical order
C) Split by random subsampling
D) Use the same data for all sets

Solutions: