Example Problem with Linear Regression using Python

In this tutorial, talk about a serious problem, only let’s use python this time:

Intro the Problem

Here’s the problem.

Some Data

Here’s some data

And some more data.

Trying to make this long.

Cleaning

Let’s get the data ready for the algorithm we are going to use to answer the main questions in the problem.

Simple Algorithm

Let’s run a simple algorithm as a baseline.

Our ML Algorithm

Now, let’s run the main event.

Comparison

Compare results to the baseline.

Main Insights and Conclusions

If we have any…

Wrap Up

And that’s how we use Python to implement this algorithm on this data set. And why.