The simplest form of regression in Python is, well, simple linear regression. With simple linear regression, you're trying to ...

In our example, instead of using all relevant variables, one could perform a linear regression on a couple of variables first.

That is another problem to solve and needs different approaches if you have them. Building a linear regression model So far, I have explored the dataset in detail and got familiar with it.