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

2. Creating machine learning models can be complicated. Your team wants to use tools called Automated Machine Learning (AutoML) to simplify the process. You know of another team that has used AutoML tools and it's saved the team a lot of time. However, what's the one area you should not have the AutoML tool help with?

A) Automatic hyperparameter tuning
B) Automatic algorithm selection
C) Automatic model assessment
D) Iterative modeling and evaluation
E) Automatic model selection

3. Your team has been asked to summarize and highlight patterns in historical purchasing data, identifying prior performance metrics and patterns. What type of analytics is most appropriate to apply for this need?

A) Descriptive Analytics
B) Diagnostic Analytics
C) Predictive Analytics
D) Projective Analytics

4. Using machine learning and other cognitive approaches to understand how to take past/existing behavior and predict future outcomes or help humans make decisions about future outcomes using insight learned from past behavior/interactions/data is a core part to which pattern(s) of AI?

A) Recognition Pattern
B) Goal Driven Systems
C) Predictive Analytics & Decision Support and Patterns and Anomalies
D) Predictive Analytics & Decision Support

5. As an organization building an AI solution for your current customers based in NYC, but with possible plans for future expansion, how should you handle worldwide AI laws and regulations?

A) Make sure to follow relevant data, privacy, and other important laws as it pertains to the United States
B) Make sure to follow relevant data, privacy, and other important laws as it pertains to NYC
C) You're too small of an organization to be worried about laws at the moment
D) Make sure to follow relevant data, privacy, and other important laws both in the US and where you're likely to expand to in the coming year

Solutions: