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. Solves a previously unsolved problem
B. Enhance revenue
C. Has the "cool" factor
D. Explores a proof of concept for an AI project
E. Improve company competitiveness in the market
F. Solves an already solved problem but does it better and cheaper
正解:A,B,E,F
解説: (Pass4Test メンバーにのみ表示されます)
質問 2:
Your team is working on a new facial recognition application. Since this technology has the potential to be mis-used you think it's important to set guidelines for the proper use of this application and you want to make sure the AI system is built for some positive purpose. What area of Trustworthy AI does this best fall under?
A. Transparent AI
B. Explainable AI
C. Governed AI
D. Responsible AI
正解:D
解説: (Pass4Test メンバーにのみ表示されます)
質問 3:
Your team is using a neural network algorithm to generate a Machine Learning Model. What specific artifacts need to be included? (Select all that apply.)
A. The algorithm code
B. Hyperparameter settings
C. Supporting training data
D. Bias-variance tradeoff
正解:A,B,C
解説: (Pass4Test メンバーにのみ表示されます)
質問 4:
In what way would you be using Generative AI if you used the results of the Generative AI solution to improve and accelerate your job?
A. Used for Hyperpersonalization
B. As an Augmented Intelligence system
C. As a programmatic approach for automation
D. As an autonomous system removing the human from the loop
正解:B
解説: (Pass4Test メンバーにのみ表示されます)
質問 5:
An inexperienced team is training a neural network model on a desktop computer and this is taking a significant amount of time. What would you recommend to them to speed up model training?
A. Use a contractor to do the training portion
B. Break the dataset up into multiple smaller datasets and train the model on each of the smaller datasets over a desktop computer
C. Train the model on GPUs
D. Train the model over multiple desktop computers
正解:C
解説: (Pass4Test メンバーにのみ表示されます)
質問 6:
During which phase of an AI project should you consider Trustworthy AI considerations?
A. Phase I: Business Understanding
B. Every Phase of the AI project
C. Phase VI: Model Operationalization
D. Phase II: Data Understanding
正解:B
解説: (Pass4Test メンバーにのみ表示されます)
質問 7:
Your team is working on a project and is running into some issues. You need someone on the team who is able to solve problems in environments of uncertainty, can deal with failure, and has the math and data visualization skills needed to communicate the results with others so the issues can get resolved.
A. Citizen Data Scientist
B. Data Engineer
C. Data Scientist
D. Project Manager
正解:C
解説: (Pass4Test メンバーにのみ表示されます)
質問 8:
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. Phase II
B. Phase V
C. None of the phases
D. Phase IV
E. Phase VI
F. All phases
G. Phase III
H. Phase I
正解:F
解説: (Pass4Test メンバーにのみ表示されます)
質問 9:
During CPMAI Phase II of your project, your team is going through their data collection needs. One team member wants to make use of pre-trained models while another member is adamantly against it.
As the project lead, what should you do?
A. Evaluate your data and see if using pre-trained models make sense. If so, have the team see what pre- trained models your company already owns and use those.
B. Evaluate your data and see if using pre-trained models make sense. If so, have the team do research to find the ones that best suit your project.
C. Evaluate your data and use only what you have and build all models in house.
D. Have one team build all models in-house and the other team use pre-trained models and see which team' s models perform better.
正解:B
解説: (Pass4Test メンバーにのみ表示されます)