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

1. You are being tasked to manage an AI project at your company and you need to identify which project to start with. What's the best way to approach this?

A) Ask key stakeholders from your group and find a small problem that would have a big return on investment and start there.
B) Ask key stakeholders from all groups for input about their pain points.
C) Go through all possible scenarios to come up with the perfect first project.
D) Find a project that requires 100% accuracy in the results and start with that one.

2. When building your model you need to make sure you're not only checking for performance and making sure the model is giving the expected results. You also need to make sure the model is accomplishing the business objective.
At what phase of CPMAI is this most appropriate to do this?

A) Phase V
B) Phase III
C) Phase II
D) Phase VI
E) Phase I
F) Phase IV

3. You're working with petabytes of data and need to make this dataset more manageable. To do this, you want to reduce the number of variables under consideration.
What is the name for this process?

A) Gradient Descent
B) Multivariate regression
C) Data selection
D) Dimensionality Reduction

4. 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) Fill missing values with zeros without analysis
D) Ignore missing data if it seems insignificant

5. You're running an image recognition project and realize that you do not have enough data of a certain type of vehicle. What is the best course of action to get the additional labeled data you need?

A) Purchase the data from a third party
B) Perform Data Anonymization
C) Perform Data Transformation & Multiplication
D) Perform Data Sampling

Solutions: