Solution: Model the Auto MPG Dataset

View the solution to the “Model the Auto MPG Dataset” exercise.

We'll cover the following

Let's practice what we have learned so far.


There is a dataset, auto_data.csv, available in the provided workspace. The task here is to:

  1. See if there is missing data and deal with that.

  2. Look for the columns that need dummies.

  3. Do a little machine learning. Try predicting mileage per gallon (mpg) after creating reasonable dummy variables.


The provided workspace contains the code solution for the task mentioned above.

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