Cognitive Project Management in AI CPMAI v7 - Training & Certification Exam (CPMAI_v7) Free Practice Test

Question 1

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. Do not move forward until you have access to all the data you need.

B. 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.

C. Cautiously move forward knowing you may need to pause mid-project which is ok.

D. Move ahead as planned so you stay on time with your project.

Correct Answer: A

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Question 2

Your team was given a large dataset and has been tasked with organizing the data by type to make better insights from the results. You are facing problems with the approach that the previous project lead used which was a regression algorithm.
What type of algorithm is the best approach for this project?

A. Multiclass Classification

B. Regression

C. Binary (or Binomial) Classification

D. Clustering

Correct Answer: D

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Question 3

In the case that an algorithm you want to use isn't algorithmically explainable, AI systems should try to do the following:

A. Provide a means to have contestability of the algorithm selected

B. Provide a means to interpret AI results so that cause and effect can be represented.

C. Provide a means to reverse-engineer the algorithm to inspect its performance

D. Provide a means to have a different team on the project

Correct Answer: B

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Question 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. Split by alphabetical order

C. Split by patterned subsampling

D. Use the same data for all sets

Correct Answer: A

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Question 5

You're being told by upper management that you need to manage a new AI project. You need to determine the AI project fit to make sure you're actually solving a real business problem.
During Phase I: Business Understanding, you should consider at least one of the following (Select all that apply):

A. Has the "cool" factor

B. Improve company competitiveness in the market

C. Solves an already solved problem but does it better and cheaper

D. Explores a proof of concept for an AI project

E. Enhance revenue

F. Solves a previously unsolved problem

Correct Answer: B,C,E,F

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Question 6

Your team is starting a new facial recognition project and you want to ensure that the project is being done with Trustworthy AI in mind. At what phase of CPMAI would Trustworthy AI be considered?

A. None of the phases

B. Phase V

C. All phases

D. Phase VI

E. Phase III

F. Phase II

G. Phase IV

H. Phase I

Correct Answer: C

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Question 7

Your model has been working fine for the last three months, however recently you notice the model's performance has greatly declined. What seems to have been overlooked in your workflow pipeline?

A. Model reevaluation

B. Model retraining

C. Model Drift

D. Model Operationalization

Correct Answer: B

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PMI Cognitive Project Management in AI CPMAI v7 - Training & Certification (CPMAI_v7) Free Practice Test