Linear Regression: Improving Features

We can improve our features and the form of our hypothesis function in a couple different ways.

Combining multiple features

For example, we can combine multiple features into one.
E.g., we can combine $x_1$ and $x_2$ into a new feature $x_3$ by taking $x_1.x_2$