Regression

Regression is a finding relationships (i.e. correlations) between a dependant variable (i.e. input, label) and independent variables (i.e. output, feature).

It's used for predictive and classification tasks. For example, predict the price of an apartment based on the surface and the number of rooms.

It usually fall under supervised learning.