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PMI Cognitive Project Management in AI CPMAI v7 - Training & Certification Sample Questions:

1. You're looking to take an image and have a Generative AI solution generate additional content beyond the bounds of the current image size. What Generative AI approach can you use?

A) Prompt engineering for new image generation
B) Use of super#resolution to enhance the existing image
C) Use of Generative Outpainting
D) Use of inpainting to replace image components

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

3. You've built your model and now need to see if it actually works as expected. In which phase of CPMAI is this done?

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

4. Clean, well-labeled datasets used for machine learning are partitioned into three subsets: Training sets, Validation sets, and Test sets. As your team is doing this, what's the best way to split up this data?

A) Split by random subsampling
B) Use the same data for all sets
C) Split by alphabetical order
D) Split by patterned subsampling

5. You recently completed an image recognition project at your company that was focused on identifying different types of cars. You have now been assigned a new image recognition project that is focused on identifying different types of animals. You know you can shortcut model development by using a specific technique.
What is this technique called?

A) Transfer Learning
B) Generative AI
C) Pre-Trained Models
D) Reinforcement Learning

Solutions: