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

1. You're running an AI project and want to speed up training of the model so that you can complete your current CPMAI iteration within the two week timeframe the team has set.
What's one approach to speed up model training?

A) Use or extend a pre-trained model
B) Use Brute force method
C) Use cloud-based technology
D) Use data from a previous project

2. You're testing your model and it is overly sensitive to the fluctuations of data and having trouble generalizing. What type of problem is this?

A) You have selected the wrong algorithm
B) You are overfitting the data
C) You have selected the wrong data
D) You are underfitting the data

3. An aerospace firm is developing an AI system for predictive maintenance of their aircraft. The project team needs to define the required data to train the model.
Which activity should the project manager implement?

A) Conducting a pilot test with a small dataset
B) Developing a comprehensive data collection strategy
C) Implementing data cleaning and preprocessing routines
D) Setting up real-time data streaming from aircraft sensors

4. The team is evaluating where the sources of the data for training are. What phase of CPMAI are they in?

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

5. Your team is running a simulation-based optimization exercise to increase routing efficiency.
Learning for this exercise is done through "trial and error".
Which type of machine learning approach is being leveraged for this exercise?

A) Unsupervised Learning
B) Supervised Learning
C) Reinforcement Learning
D) All would work equally well

Solutions: