DM

Data mining TP

Simple Linear Regression

About this Notebook

In this notebook, we learn how to use scikit-learn to implement simple linear regression. We download a dataset that is related to fuel consumption and Carbon dioxide emission of cars. Then, we split our data into training and test sets, create a model using training set, evaluate your model using test set, and finally use model to predict unknown value.

Table of contents

1. Understanding the Data
2. Reading the data in
3. Data Exploration
4. Simple Regression Model

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### Importing Needed packages

import matplotlib.pyplot as plt import pandas as pd import pylab as pl import numpy as np %matplotlib inline

Downloading Data