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Notebooks are great but they're causing bad habits. This talk will be a live coding exercise where we clean up some pandas code such that it behaves like lego. The goal is to uncover a great pattern for pandas that will prevent loads of scrolling.

These are the main habits I'll address;

how to construct pandas pipelines how to construct stateless ETL how to create proper decorators how to make your system debugable how to write pandas such that it is immediately ready for prod


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