Polars: The Next Big Python Data Science written in RUST

In this video tutorial I explain everything you need to get started coding with polars. Polars is a multithreaded DataFrame library, meaning that it allows using all the cores of a computer at the same time to achieve its full processing potential. It s been shown to have huge performance gains over pandas. Timeline: 00:00 Intro 01:00 What is Polars 02:43 Getting Started 06:32 Filtering 07:15 New Columns 08:10 Groupby 08:55 Combining Dataframes 10:17 Multithreaded Approach 11:21 Speed Test 12:50 Takeaways Follow me on twitch for live coding streams: My other videos: Speed Up Your Pandas Code: Intro to Pandas video: Exploratory Data Analysis Video: Working with Audio data in Python: Efficient Pandas Dataframes: Youtube: Discord: Twitch: Twitter: Kaggle: , python, polars, datascience