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PMI Cognitive Project Management in AI (PMI-CPMAI) Sample Questions:
1. You've built your model and now need to see if it actually works as expected. In which phase of CPMAI is this done?
A) Phase VI
B) Phase V
C) Phase III
D) Phase II
E) Phase I
F) Phase IV
2. A project manager is reviewing the performance of an AI model used for predictive analytics in sales. The model's accuracy is within acceptable limits; however, its precision is low.
What is the cause for the precision issue?
A) The model is overfitting the training data
B) The feature selection process is flawed
C) The training data is unbalanced
D) The model is underfitting the validation data
3. You're working with a small inexperienced team on a new ML project. Choosing the best algorithm with the best settings given the training and test data is proving to be very hard for them. You lack the critical data science resources available on your team, and can't wait weeks until a data science resource becomes available to join your team.
What's your best course of action?
A) Find a citizen data scientist to help
B) Put the project on hold until the resources needed become available
C) Outsource the project ASAP
D) Use an AutoML solution
4. You have just joined a team and they are working on a new project. The project lead isn't sure what type of technology should be used on this project - AI or a traditional software development approach. What is the best way to determine if you have the criteria for a good AI/ML Project?
A) Determine whether the project has a cognitive technology component and meets a short-term need.
B) Determine the long-term need for the organization and build the project to that long-term goal.
C) Determine if the project fits within the scope, budget, and timeline set out.
D) Evaluate whether the solution can be done with automation.
5. Your team is working on a new project for finding the most optimal flow of warehouse robots on the warehouse floor. Which type of machine learning approach would be most appropriate to pick for this problem?
A) Supervised Learning
B) Unsupervised Learning
C) All would work equally well
D) Reinforcement Learning
Solutions:
| Question # 1 Answer: F | Question # 2 Answer: C | Question # 3 Answer: D | Question # 4 Answer: A | Question # 5 Answer: D |


