The R2 notation can range from 0-100%. An R2 value of 0.845 signifies which type of a relationship?
Answer(s): B
An R² value of 0.845 indicates that 84.5% of the variance in the dependent variable is explained by the independent variable(s), reflecting a strong positive linear association between them.
Which of the following is an example of the use of AI to assist consumers in finding new or old relationship connections?
Answer(s): A
AI-powered apps that use facial recognition can assist consumers in finding new or old relationship connections by identifying and matching people based on stored or shared images.
Which of the following expert system components retrieves the information when a user queries the system?
In an expert system, the inference engine retrieves and applies the knowledge from the knowledge base to respond to a user's query, enabling reasoning and problem-solving.
Leveraging AI, data processing to scan systems for threats and weaknesses supports which of the following functions?
AI-powered data processing can scan systems for threats and weaknesses, supporting cybersecurity by detecting vulnerabilities, identifying anomalies, and mitigating potential attacks.
Which of the following is a type of probability sampling?
Cluster sampling is a type of probability sampling where the population is divided into groups (clusters), and entire clusters are randomly selected to represent the population.
Which of the following can be used by organizations to detect possible anomalies in employee actions?
Answer(s): C
Behavioral AI can be used by organizations to detect anomalies in employee actions by learning normal behavior patterns and flagging deviations that may indicate risks or insider threats.
Combining AI with an individual's digital footprint can pose a significant risk due to which of the following algorithms?
Generative adversarial networks (GANs) can exploit an individual's digital footprint to create highly realistic synthetic data, such as deepfakes, posing significant privacy and security risks.
Classification models are a form of which model type?
Classification models are a form of supervised learning because they are trained on labeled datasets where the input data is mapped to known output categories.
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