Linear regression predicting car mpg

The goal of this assignment is to help you understand the concepts of regression through having hands-on experience with training and applying regression models. 

You are given a dataset of car attributes and their gas consumption in MPG (Mile Per Gallon). Your task is to build a regression model that can predict a car’s MPG given its attributes.