We're still making elaborate pipelines in this video, but this time around we're going to be using the modern column transformers from scikit-learn to make it easy for ourselves. These components will allow us to write less code and can also help you select many columns from a dataframe depending on their type.
00:00 Introduction
01:42 Merging One Hot Encoders
03:01 Compose Submodule
05:42 make_column_transformer
09:01 Small Warning
To learn more about scikit-learn pipelines, you may appreciate this guide:
scikit-learn.org/stable/modul...
The code for all of our videos can be found on this Github repository:
github.com/probabl-ai/youtube...
The code for this specific episode can be found here:
github.com/probabl-ai/youtube...
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