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Feature Engineering for Machine Learning in Python

Robert O'Callaghan

Director of Data Science, Ordergroove

Předpoklady o distribuci

Feature Engineering for Machine Learning in Python

Zkoumání dat

import matplotlib as plt

df.hist()
plt.show()

Feature Engineering for Machine Learning in Python

Hlubší analýza pomocí krabicových grafů

Feature Engineering for Machine Learning in Python

Krabicové grafy v pandas

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

Feature Engineering for Machine Learning in Python

Párové distribuce

import seaborn as sns
sns.pairplot(df)

Feature Engineering for Machine Learning in Python

Podrobnosti o distribucích

df.describe()

Feature Engineering for Machine Learning in Python

Pojďme si procvičit!

Feature Engineering for Machine Learning in Python

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