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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.

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