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

1. Your team was given a large dataset and has been tasked with organizing the data by type to make better insights from the results. You are facing problems with the approach that the previous project lead used which was a regression algorithm.
What type of algorithm is the best approach for this project?

A) Clustering
B) Regression
C) Multiclass Classification
D) Binary (or Binomial) Classification

2. You are leading a project to develop a new predictive maintenance solution. Together with your project team you determine your data needs, see if you have access to the data, and then begin working on the project.
Which phase best describes the work you are performing?

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

3. Your team is using a neural network algorithm to generate a Machine Learning Model. What specific artifacts need to be included? (Select all that apply.)

A) Bias-variance tradeoff
B) The algorithm code
C) Hyperparameter settings
D) Supporting training data

4. 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) 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.
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) Determine which pattern of AI this project falls under so they can best collect the data needed and skill sets for the team.
D) Move forward without determining which pattern of AI this falls under.

5. Enhancing and cleaning data is an important action during which phase of CPMAI?

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

Solutions: