To write a python program to implement multivariate linear regression and predict the output.

1. Hardware – PCs
2. Anaconda – Python 3.7 Installation / Moodle-Code Runner

import pandas as pd

Read the csv file

Get the values of x and y variables.

Create the linear regression model and fit.

Predict the CO2 emission of a car where the weight is 3300kg, and the vlume is 1300cm3.

Print the predicted output.

Developed by: Kabilan.V
register no: 212222100018
import pandas as pd
from sklearn import linear_model
df=pd.read_csv("cars (1).csv")
a=df[['Weight','Volume']]
b=df[['CO2']]
regr=linear_model.LinearRegression()
regr.fit(a,b)
print("Coefficient:",regr.coef_)
print("Intercept:",regr.intercept_)
print("Amount:",regr.predict([[3300,1300]]))

Thus the multivariate linear regression is implemented and predicted the output using python program.