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Auto_MPG(Miles Per Gallon)_project. This tutorial uses the classic Auto MPG dataset and demonstrates how to build models to predict the fuel efficiency of the late-1970s and early 1980s automobiles. To do this, you will provide the models with a description of many automobiles from that time period. This description includes attributes like cylinders, displacement, horsepower, and weight. Find the MPG for Auto MPG Data Set using Keras API. I used two main methods, linear regression and DNN.