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Loads the mtcars dataset and normalizes it.
Shuffles the normalized dataset.
Splits the shuffled data into a training set and a test set.
Applies the k-NN algorithm to predict the transmission type (am) of the cars in the test set, using a k value of 3.
Prints the model predictions.
Creates a scatter plot of miles per gallon (mpg) vs horsepower (hp), colored by transmission type (am).
Please note that the am column in the mtcars dataset is a binary variable, where 0 indicates an automatic transmission and 1 indicates a manual transmission.