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

1. Enhancing and cleaning data is an important action during which phase of CPMAI?

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

2. Your organization wants to use Generative AI. What are examples of when Generative AI can and should be used? (Select all that apply.)

A) Virtual Avatars and Characters
B) Content Generation
C) Data Augmentation for Training
D) Explainable Decision-support systems
E) Human Augmentation
F) Programmatic automated content generation

3. Your team is tasked with selecting an algorithm for a supervised learning classification project.
Which algorithm might you choose?

A) Gaussian mixture
B) Q learning
C) K-nearest neighbor
D) K-means

4. 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

5. You're working with petabytes of data and need to make this dataset more manageable. To do this, you want to reduce the number of variables under consideration.
What is the name for this process?

A) Data selection
B) Multivariate regression
C) Dimensionality Reduction
D) Gradient Descent

Solutions: