The goal of this day is to understand practical Linear regression and supervised learning.
Author:
![Alt Text](w2_day01_linear_regression_video.gif)
# Table of Contents
## Linear regression with Scikit Learn
Historical part:
# Introduction
The goal of this day is to understand practical Linear regression and supervised learning.
The word "regression" was introduced by Sir Francis Galton (a cousin of C. Darwin) when he
studied the size of individuals within a progeny. He was trying to understand why
@ -19,9 +15,25 @@ Today we will learn a basic algorithm used in **supervised learning** : **The Li
We will also learn progressively the Machine Learning methodology for supervised learning - today we will focus on evaluating a machine learning model by splitting the data set in a train set and a test set.
*Version of Scikit Learn I used to do the exercises: 0.22*. I suggest to use the most recent one. Scikit Learn 1.0 is finally available after ... 14 years.
## Ressources
@ -51,4 +63,4 @@ We will also learn progressively the Machine Learning methodology for supervised