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

1. 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

2. You want to make sure that in your HR hiring system that applicants have the ability to contest the result. In what layer of the Trustworthy AI framework do we address this need?

A) Ethical AI
B) Responsible AI
C) Governed AI
D) Explainable AI
E) Transparent AI

3. During which phase of an AI project should you consider Trustworthy AI considerations?

A) Every Phase of the AI project
B) Phase II: Data Understanding
C) Phase VI: Model Operationalization
D) Phase I: Business Understanding

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

5. Leadership wants a new HR system built that will better handle potential candidate matching. The project manager assigned to this project believes that the project is well-suited for AI, however they are unsure which pattern of AI this would be.
What should the project manager do?

A) Determine which pattern of AI this project falls under so they can best collect the data needed and skill sets for the team.
B) Move forward without determining which pattern of AI this falls under.
C) Pick an algorithm that seems best suited for the problem and then determine which pattern of AI it is based on the algorithm selected.
D) Conduct a straw poll with stakeholders to determine which pattern of AI this project falls under so they can best collect the data needed and skill sets for the team.

Solutions: