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Explore the power of Ruby Polars, a Rust-written gem with a Ruby API, for efficient data wrangling and cleaning in this conference talk from RubyConf 2023. Learn how to tackle large datasets with over 500,000 rows and 100 columns, addressing common issues like missing data, incorrect column names, and mixed data types. Discover basic operations in Polars that can significantly speed up the import process for CSV files and API data. Whether you're preparing data for existing applications or AI/Machine learning projects, gain valuable insights to streamline your data preparation workflow and get your data production-ready in record time.
