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Last Updated: June 10, 2026

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#25: Scikit-learn 22: Preprocessing 22: Custom transformers, FunctionalTransformer()
Use ColumnTransformer to apply different preprocessing to different columns
Building a Machine Learning Pipeline with Python and Scikit-Learn | Step-by-Step Tutorial
Preprocessing in Scikit Learn
Scikit Learn Tutorial | Scikit-Learn Workflow | Data Preprocessing In Machine Learning | Intellipaat
My top 50 scikit-learn tips
5.3 Introduction to Scikit-Learn Pipelines [Applied Machine Learning || Varada Kolhatkar || UBC]
Preprocessing and Pipelines | Supervised Machine Learning with scikit-learn