Imputing Missing Values

import pandas as pd
from sklearn.impute import SimpleImputer

df = pd.DataFrame({'age': [25, None, 30, None, 40]})

imputer = SimpleImputer(strategy='mean')
df['age'] = imputer.fit_transform(df['age'])
print(df)