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

Which of the following is a subcategory of Al and machine learning that uses labeled datasets to train algorithms?
A . Segmentation.
B . Generative Al.
C . Expert systems.
D . Supervised learning.

View Answer

Answer: D

Explanation:

Supervised learning is a subcategory of AI and machine learning where labeled datasets are used to train algorithms. This process involves feeding the algorithm a dataset where the input-output pairs are known, allowing the algorithm to learn and make predictions or decisions based on new, unseen data.

Reference: AIGP BODY OF KNOWLEDGE, which describes supervised learning as a model trained on labeled data (e.g., text recognition, detecting spam in emails)​.