Model Prediction

For linear regression with one variable, the prediction of the model $f_{w,b}$ for an example $x^{(i)}$ is represented as:

$f_{w,b}(x^{(i)})=w{x}^{(i)}+b$

This is the equation for a line, with an intercept $b$ and a slope $w$