Here's a brief tutorial on how to build a machine learning pipeline with sklearn's API. I use the Pipeline() class, as well as ColumnTransformer(), to preprocess and fit a model to the penguins dataset from Allison Horst's penguins dataset.
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Brief tutorial on how to build a machine learning pipeline with sklearn's API
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