Getting ready

We'll use the min-max method (usually called feature scaling) to get all of the scaled data in the range [0, 1]. The formula used to achieve this is as follows:

To scale features between a given minimum and maximum value—in our case, between 0 and 1—so that the maximum absolute value of each feature is scaled to unit size, the preprocessing.MinMaxScaler() function can be used.