## 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 $x_1.x_2$