---
title: "Discussion on \"#01 | The Linear Regression & Supervised Regression Models\" | Hashnode"
description: "Discussion on \"#01 | The Linear Regression & Supervised Regression Models\". Dive into the essence of Machine Learning by developing several Regression models with a practical use case in Python to predict accidents in the USA."
url: "https://hashnode.com/posts/01-the-linear-regression-supervised-regression-models/62e142c4657a4fae5a0e791b"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [#01 | The Linear Regression & Supervised Regression Models](https://blog.resolvingpython.com/01-the-linear-regression-supervised-regression-models?utm_source=hashnode&utm_medium=feed)

Dive into the essence of Machine Learning by developing several Regression models with a practical use case in Python to predict accidents in the USA.

Jul 27, 2022 · 9 min read · blog.resolvingpython.com  
Updated Feb 20, 2023  
Read the article

-   [#machine-learning](https://hashnode.com/tag/machine-learning)
-   [#python](https://hashnode.com/tag/python)
-   [#data-science](https://hashnode.com/tag/data-science)
-   [#artificial-intelligence](https://hashnode.com/tag/artificial-intelligence)
-   [#statistics](https://hashnode.com/tag/statistics)

## Written by

[Jesús López](https://hashnode.com/@jsulopzs)

@jsulopzs · Madrid, Spain

  
[View profile](https://hashnode.com/@jsulopzs)

Python + Data Science Coach, Consultant & Advisor

I coach people to develop the Resolving Discipline that turns them into independent programmers.

## Responses 2

Markdown supported · ⌘↵ to post

[Shevach Riabtsev](https://hashnode.com/@shevach547)

[Jul 29, 2022](https://hashnode.com/posts/01-the-linear-regression-supervised-regression-models/62e142c4657a4fae5a0e791b/comment/62e3cf42430bd1d04a83e49d)

sns.load\_dataset(name='car\_crashes'....) loads data from a special repository [github.com/mwaskom/seaborn-data](https://github.com/mwaskom/seaborn-data)

in this repository there are tons of csv-files, including car\_crashes.csv

[Jesús López](https://hashnode.com/@jsulopzs)

[Jul 29, 2022](https://hashnode.com/posts/01-the-linear-regression-supervised-regression-models/62e142c4657a4fae5a0e791b/comment/62e3cf42430bd1d04a83e49d#reply-62e3e47c419ba0d024238780)

Yes!! It'd be great for all those who want to start on Machine Learning to grab one of them and try to replicate the code we cover in this tutorial 🔥

[Marcelo Zárate](https://hashnode.com/@marcelozarate)

[Jul 28, 2022](https://hashnode.com/posts/01-the-linear-regression-supervised-regression-models/62e142c4657a4fae5a0e791b/comment/62e29125d7b405bea1557d4e)

Good explanation and fascinating topic!

[Jesús López](https://hashnode.com/@jsulopzs)

[Jul 28, 2022](https://hashnode.com/posts/01-the-linear-regression-supervised-regression-models/62e142c4657a4fae5a0e791b/comment/62e29125d7b405bea1557d4e#reply-62e2b071d15a9fb24e51737d)

Thanks for your words Marcelo!!

It is a very exciting field and we are so early that it’s great to see other people interested in the field.