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

1. For AI projects the code and systems don't matter as much as the dat

A) Collect enormous amounts of data - the more data the better.
B) Because of almost-infinite storage and compute power, collect as much data as possible and deal with organizing it later.
C) Have team members that have experience, understanding of tools, and the ability to deal with massive volumes of data.
D) Understanding which algorithms are best for your data needs.
E) In fact, big data is what's powering much of this latest wave of AI. What's most important for your company to consider around data?

2. Your team is working on an image recognition system to help identify plants. They have collected a large amount of data but need to get this data labeled.
Which phase of CPMAI is this done?

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

3. You're working with an inexperienced team and this is all their first AI project. You're trying to work on a supervised learning binary classification problem to determine if emails are spam or not.
What is the best approach for this project?

A) Pick a simple algorithm such as Gaussian mixture
B) Pick a simple algorithm such as naive bayes
C) Pick a neural network algorithm since you know this works well for supervised learning approaches
D) Pick an ensemble method since you're not sure which algorithm will perform best

4. Your team is testing the NLP model they just created to make sure it's performing as expected.
Some of your team members want to move this model to production and move to the next iteration.
What's wrong with this workflow?

A) You need to make sure the AI Go/No Go questions have been addressed
B) Nothing is wrong with this workflow. You can move to the next iteration
C) Model Evaluation requires continuous model evaluation, retraining, and operationalization
D) Team members should not be able to move to new projects until senior management signs off

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

Solutions: