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

1. In order for Supervised Learning approaches to work, they must be fed clean, well-labeled data that the system can use to learn from examples. But how do you get Labeled Data? As a team leader at a small startup, what approach would not be beneficial when trying to gather labeled data?

A) Contract with Third Party Data Labeling Firms
B) Find a source of already labeled data
C) Get your Users to Do it
D) Hire a Contractor Workforce

2. Your team is running a forecasting project and wants to use previous user data to better predict future outcomes. However your team doesn't have access to all the data it needs.
What's the best course of action?

A) Move ahead as planned so you stay on time with your project.
B) Cautiously move forward knowing you may need to pause mid-project which is ok.
C) Move ahead as planned and hope you get access to the data once you need it. Since you're using an iterative approach you can always go back to steps as needed later on.
D) Do not move forward until you have access to all the data you need.

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

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

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

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

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

Solutions: