Free PMI CPMAI_v7 Exam Dumps Questions & Answers

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

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

You have been receiving customer data for the past six months. However recently you notice that this data has drastically changed due to the upcoming holiday season.
What seems to be taking place?

• A.  Model Drift
• B.  Lack of stakeholder support
• C.  Data Drift
• D.  An incomplete milestone list

You're running an image recognition project and realize that you do not have enough data of a certain type of vehicle. What is the best course of action to get the additional labeled data you need?

• A.  Perform Data Sampling
• B.  Perform Data Transformation & Multiplication
• C.  Perform Data Anonymization
• D.  Purchase the data from a third party

You are working with a dataset that has a high number of dimensions. You're running into issues because some dimensions don't have enough real examples to properly train the systems for predictable results. What' s your best course of action?

• A.  Try to improve the quality of your data through more preparation
• B.  Keep going as planned and the problem will eventually correct itself
• C.  Try to get additional data - at least 5 training examples for each dimension in the representation
• D.  Try to get additional information from project lead to see how many examples per dimension are needed

A team is getting ready to begin working on a ML project. They need to build a data preparation pipeline and someone on the team suggests they reuse the same pipeline they created for their last project.
What's wrong with this suggestion?

• A.  Pipelines are pattern and model need specific.
• B.  There is no issue. Pipelines can be reused as needed between projects.
• C.  Pipelines are pattern needs specific so as long as it's the same pattern then you can reuse the pipeline.
• D.  Pipelines are model operationalization need specific.