Distribuições de dados

Feature Engineering for Machine Learning in Python

Robert O'Callaghan

Director of Data Science, Ordergroove

Suposições de distribuição

Feature Engineering for Machine Learning in Python

Observando seus dados

import matplotlib as plt

df.hist()
plt.show()

Feature Engineering for Machine Learning in Python

Aprofundando com box plots

Feature Engineering for Machine Learning in Python

Box plots no pandas

df[['column_1']].boxplot()
plt.show()

Feature Engineering for Machine Learning in Python

Pareando distribuições

import seaborn as sns
sns.pairplot(df)

Feature Engineering for Machine Learning in Python

Mais detalhes sobre suas distribuições

df.describe()

Feature Engineering for Machine Learning in Python

Vamos praticar!

Feature Engineering for Machine Learning in Python

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