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

1. The confusion matrix measures how the algorithm performs for a binary classification activity. As your team is running tests to evaluate model performance, they are seeing the model is incorrectly categorizing flowers as trees.
Your model is provided the following:

A) False Positive results
B) True Positive results
C) True Negative results
D) False Negative results

2. 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 cloud-based technology
C) Use Brute force method
D) Use data from a previous project

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

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

4. Your model is going to be used for continuous monitoring of machinery, with need for continuous, instant model predictions. What's the most appropriate Model Operationalization approach?

A) Web service / Microservice
B) Stream learning
C) Real-time prediction
D) Batch prediction

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

Solutions: