Linear Regression using Matrix Operation

Warning: Before Proceeding further, it is advised to see the scikit-learn implementation of Linear Regression as that covers the so called big picture of what Linear Regression is....

This Part is more focussed into the inner working of those one line functions

This is divided into two parts:

  1. Linear Regression using one variable

    • Here we will be working with Two Variables, an independent variable x, also called input, and a dependant variable y, called output

  2. Linear Regression with two or more variable

    • here we generalize the one variable algorithm to take in multiple independent variables, which we collectively call the input matrix X

so, Good Luck, and Happy Learning... 😁

Topics Covered