function to scale features in dataframe

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Simona
24 Oct 2018
1# define a method to scale data, looping thru the columns, and passing a scaler
2def scale_data(data, columns, scaler):
3    for col in columns:
4        data[col] = scaler.fit_transform(data[col].values.reshape(-1, 1))
5    return data
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