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Harnessing the Power of Python Polars

The Real Python Podcast

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Transforming ETL with Polars

This chapter explores the team's journey of implementing Polars in a complex ETL pipeline, detailing the challenges and initial resistance faced when transitioning from pandas. They share insights on the significant performance improvements achieved, reducing processing time dramatically and shifting their data science workflow from R to Python for enhanced efficiency.

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