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14min chapter
827: Polars: Past, Present and Future, with Polars Creator Ritchie Vink
Super Data Science: ML & AI Podcast with Jon Krohn
Optimizing Data Operations with Polars and Arrow
This chapter explores the significance of maintaining a static schema in data operations and the challenges of API design, particularly in relation to Polars and the Arrow memory model. It emphasizes how adapting coding styles and leveraging optimization techniques can enhance data processing performance compared to traditional frameworks like Pandas.
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