Linear Regression in Depth

The directive equation of a straight line, simple linear regression, math, cost function

Linear regression is the most common machine learning model and is the first step towards machine learning. The term linear regression can be associated with the high school concept of a directive equation of a straight line or a statistical model for determining linear interest between two or more variables.

The basis of linear regression is to find the line that best fits a set of points. The set of points can…