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

1. 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) All would work equally well
C) Reinforcement Learning
D) Unsupervised Learning

2. You're working on a project and are working with personally identifiable information (PII). What's the best approach to take when it comes to collecting and using this data?

A) Store the data in a data warehouse
B) Implement a new data privacy policy
C) If this data is not needed, use Data anonymization techniques to remove it before feeding to models
D) Use noise reduction techniques to reduce all forms of data noise

3. During CPMAI Methodology Phase IV: Model Development, which of the following is not done during this phase?

A) Model tuning
B) Model Selection
C) Model training
D) Algorithm Selection

4. An IT services company is integrating an AI solution to automate its customer service functions.
The integration team is facing resistance from the customer's employees.
Which action should the project manager perform to manage this risk?

A) Conduct all-hands meetings on the benefits
B) Implement a gradual phased rollout
C) Offer the option to join another team
D) Mandate immediate transition from management

5. Your team is working on an NLP model and has just operationalized the first model. Your team makes updates to the model, overwrites the original model, and puts this new model into operation. However, one of the teams using the model has seen a decrease in performance and is asking to use the original model.
What critical error did your team make?

A) They did not have a model retraining pipeline that took into account models
B) They did not have data governance in place
C) They did not practice model iteration and properly iterate on the model
D) They did not practice model versioning and keep all versions of the model

Solutions: