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


3. You're working on a computer vision application and realize that you do not have enough real world data for the project. You need additional data created to support your training needs.
Specifically, the images you need are of people in different poses. What is the best way to obtain this data?

A) Make use of Synthetic Training Data
B) Make use of this data by having employees pose in the positions required
C) Make use of data from different departments
D) Make use of this data from surveillance footage


4. An organization is to undertake a multi-pattern AI project. They want to build a robot that is able to roam the halls as well as converse with employees and answer basic questions.
What is the best approach for handling this project?

A) Run each pattern as its own project, with their own CPMAI phase iterations, data requirements, and project needs
B) Run each pattern in isolation, with separate teams
C) Run it as one project, combining teams, data requirements, and project needs
D) Run it as a hybrid approach and some phases are run separately while other phases are combined together


5. Recently, you implemented an augmented intelligence application at work to help employees do their job better. However, employees have been resistant to this change and aren't using the application as expected.
What could have been done better to get the team to feel comfortable with this technology and use it? (Select all that apply.)

A) Have the team that built the technology to relay to employees this tool is to augment, and not replace their jobs.
B) Provide training for everyone to have all employees feel more comfortable using the technology even if they aren't using the technology yet.
C) Have upper management relay to employees this tool is to augment, and not replace their jobs.
D) Ask end users what information and technology they need to help them do their job better and build the tool to help with these pain points.


Solutions:

Question # 1
Answer: C
Question # 2
Answer: D
Question # 3
Answer: A
Question # 4
Answer: D
Question # 5
Answer: A,B,C,D

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