Predict Fuel Efficiency

I’m going to walk you through how to perform a multiple linear regression in python using the scikit-learn module.The scikit-learn module in python is basically used to perform machine learning tasks.It contains a number of machine learning models and algorithms that are very good and helpful to use.Among these models are the regression models that are used to perform both simple and multiple linear regression. Linear regression analysis,also known as linear modelling entails fitting a straight line,a plane or polynomial to a data.Like most of the machine learning algorithms,the goal of linear regression regression is to predict an output variable using other variables.Linear regression expresses the output variable or dependent variable as a function or a linear combination of the independent variables or the predictor variables.The data we will be using for our regression analysis comprises of some technical specs of some cars.The data set is downloaded from UCI Machine Learning Repository.