Architecting Production ML Pipelines with scikit-learn ColumnTransformer
Avoid training-serving skew by using scikit-learn's Pipeline and ColumnTransformer to encapsulate preprocessing and estimation into a single, deployable object.
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Avoid training-serving skew by using scikit-learn's Pipeline and ColumnTransformer to encapsulate preprocessing and estimation into a single, deployable object.