Linear regression with one variable

Model representation

Cost function

Cost funtion intuition I

Cost funtion intuition II

Gradient Descent

\[\theta_j := \theta_j -\alpha \frac{\partial}{\partial \theta_j} J(\theta_0, \theta_1)\]