While correlation uses a single coefficient to represent the strength and direction of the association, regression formulates an equation to provide deeper insights and forecasting capabilities.
Regression is a statistical technique that aims to identify and quantify the associations between these variables, allowing for prediction and understanding of how changes in predictors influence the outcome.