Question 1

Which of the following elements of feature engineering is most important to mitigate the potential bias in an Al system?

Options :

A : Feature selection.

B : Feature validation.

C : Feature transformation.

D : Feature importance analysis.

Answer: A

Question 2

Scenario:

A public sector agency is reviewing proposed AI use cases for improving services. It wants to prioritize

implementations that deliver value but minimize unintended negative consequences.

When evaluating which AI use cases to implement, an organization should consider all of the following

EXCEPT:

Options :

A : Related TEVV (test, evaluate, verify, validate) and system metrics

B : The users and their expectations

C : Equitable access to the AI tool

D : Potential positive and negative impacts of the system

Answer: A

Question 3

An AI system's function, the industry and the location in which it operates are important factors in considering which of the following?

Options :

A : Organizational accountability.

B : Internal governance needs.

C : Diversity of data sources.

D : Explainability of results.

Answer: B

Question 4

What is the term for an algorithm that focuses on making the best choice achieve an immediate objective at a particular step or decision point, based on the available information and without regard for the longer-term best solutions?

Options :

A : Single-lane.

B : Optimized.

C : Efficient.

D : Greedy.

Answer: D

Question 5

MULTI-SELECT

Please select 3 of the 5 options below. No partial credit will be given.

Training an AI model is time-consuming because of?

Options :

A : The complexity of the AI model.

B : The maturity of AI governance.

C : The volume of training data.

D : The number of stakeholders.

E : The quality of the training data.

Answer: A,C,E