DS Linear Regression

Training session duration significantly impacts Calorie Burnage, and combining it with Average Pulse offers a more precise explanation.

Linear Regression

Regression refers to identifying relationships between variables, used in Machine Learning and statistical modeling to predict outcomes. This module explores key questions related to these relationships.

• Can we conclude that Average Pulse and Duration are related to Calorie Burnage?
• Can we use Average Pulse and Duration to predict Calorie Burnage?

Least Square Method

Linear regression uses the least squares method to fit a line that minimizes residuals (errors), represented by red dashed lines from data points to the function.