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Ritchie Vink, CEO and Co-Founder of Polars, Inc., speaks to Jon Krohn about the new achievements of Polars, an open-source library for data manipulation. This is the episode for any data scientist on the fence about using Polars, as it explains how Polars managed to make such improvements, the APIs and integration libraries that make it so versatile, and what\u2019s next for this efficient library.\n\nThis episode is brought to you by epic LinkedIn Learning instructor Keith McCormick, by Gurobi, the Decision Intelligence Leader, and by ODSC, the Open Data Science Conference. Interested in sponsoring a SuperDataScience Podcast episode? Email\xa0natalie@superdatascience.com\xa0for sponsorship information.\n\nIn this episode you will learn:\n\nWhy Polars is so efficient [05:20]\n\nPolars\u2019 easy integration with other data-processing tools [21:23]\n\nEager vs lazy executive in Polars [32:15]\n\nPolars\u2019 data processing of large- and small-scale datasets [38:28]\n\nRitchie\u2019s plans to scale his company [46:14]\n\nUpcoming features in Polars [58:06]\n\n\nAdditional materials:\xa0www.superdatascience.com/827