From Pandas to Polars - Upgrading Your Data Workflow

Learn how to transition from Pandas to Polars in this comprehensive conference talk from PyBay 2024 presented by Matt Harrison, author of Effective Pandas and Effective Polars. Discover the key differences between these two data processing libraries, with a focus on Polars' performance advantages and solutions to common Pandas limitations. Master the process of converting existing Pandas code to Polars syntax while gaining insights into optimizing data workflows for enhanced speed and efficiency. Explore practical examples and best practices for leveraging Polars' unique features to streamline data processing tasks, delivered by an expert who has deeply explored both libraries.