Efficient Feature Transformation with make_column_transformer in scikit-learn

Efficient Feature Transformation with make_column_transformer in scikit-learn

The make_column_transformer method in scikit-learn applies different transformations to specific subsets of features in your dataset. This eliminates the need to manually divide and merge data for different transformations.

Additionally, make_column_transformer seamlessly integrates with scikit-learn pipeline, allowing you to combine multiple preprocessing steps and machine learning models into a single pipeline.

Full code of the example above.

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Work with Khuyen Tran

Work with Khuyen Tran