Exercise: Model the Auto MPG Dataset
Discover and deal with missing values in auto-mpg data, and create a machine learning model using dummy variables.
Let's practice what we have learned so far.
Task
There is a dataset, auto_data.csv
, available in the provided workspace. The task here is to:
See if there is missing data and deal with that.
Look for the columns that need dummies.
Do a little machine learning. Try predicting mileage per gallon (
mpg
) after creating reasonable dummy variables.
Coding workspace
The provided workspace contains the required libraries and data. Let's try to code the solution for the task mentioned above.
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