Feature Scaling

import numpy as np
import pandas as pd
from sklearn.preprocessing import StandardScaler, MinMaxScaler, RobustScaler

views = pd.DataFrame([1295, 25., 19000, 5, 1, 300], columns=['VIEW'])
views

views['VIEW']

0     1295.0
1       25.0
2    19000.0
3        5.0
4        1.0
5      300.0
Name: VIEW, dtype: float64

Standard Scaling

It makes all the values centered around 0.