4min chapter

Super Data Science: ML & AI Podcast with Jon Krohn cover image

815: Polars: Faster DataFrame Ops, with Marco Gorelli

Super Data Science: ML & AI Podcast with Jon Krohn

CHAPTER

Enhancing Data Frame Processing with Lazy Evaluation and Expressions

This chapter explores Polars' innovative lazy evaluation feature, emphasizing how it optimizes data frame processing for better performance and reduced complexity. It also discusses the advantages of parallelization and compares Polars' speed and efficiency to traditional frameworks like Pandas.

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