Solution: Model the Auto MPG Dataset
Explore preprocessing techniques for categorical data by removing missing values, creating dummy variables, and scaling features. Learn to train and evaluate a machine learning model to predict miles per gallon, gaining practical experience with real-world auto datasets.
We'll cover the following...
We'll cover the following...
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. ...