IAPP Artificial Intelligence Governance Professional (AIGP) — Question 96

Which of the following is a subcategory of AI and machine learning that uses labeled datasets to train algorithms?

Answer options

• A. Segmentation.
• B. Generative AI.
• C. Expert systems.
• D. Supervised learning.

Correct answer: D

Explanation

The correct answer is D, Supervised learning, as it specifically refers to the technique of using labeled datasets to train models. Options A, B, and C do not represent this concept; Segmentation is about dividing data into segments, Generative AI focuses on creating new content, and Expert systems are designed to mimic human decision-making rather than utilizing labeled datasets.