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Data preprocessing for machine learning modelling. Quantile transformation for the outliers removal, replacing NULLs with medians, using target encoder and Z-score standardisation for the numeric variables.

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hypothesis_1.ipynb
hypothesis_1.ipynb
 
 
test_python.csv
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train_python.csv
train_python.csv
 
 

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Data preprocessing for machine learning modelling. Quantile transformation for the outliers removal, replacing NULLs with medians, using target encoder and Z-score standardisation for the numeric variables.

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machine-learning target-encoding quantile-transformer z-score-normalization
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