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Polars: The Next Big Python Data Science Library... written in RUST? Analytics Table
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About Polars: The Next Big Python Data Science Library... written in RUST?
Explore Polars: The Next Big Python Data Science Library... written in RUST? with 195,882 views, 5,054 likes, and 241 comments. Experience the impact of this video content that has captured audience attention.
In this video tutorial I explain everything you need to get started coding with polars. Polars is a multi-threaded 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: https://www.twitch.tv/medallionstallion_ My other videos: Speed Up Your Pandas Code: https://www.youtube.com/watch?v=SAFmrTnEHLg Intro to Pandas video: https://www.youtube.com/watch?v=_Eb0utIRdkw Exploratory Data Analysis Video: https://www.youtube.com/watch?v=xi0vhXFPegw Working with Audio data in Python: https://www.youtube.com/watch?v=ZqpSb5p1xQo Efficient Pandas Dataframes: https://www.youtube.com/watch?v=u4_c2LDi4b8 * Youtube: https://youtube.com/@robmulla?sub_confirmation=1 * Discord: https://discord.gg/HZszek7DQc * Twitch: https://www.twitch.tv/medallionstallion_ * Twitter: https://twitter.com/Rob_Mulla * Kaggle: https://www.kaggle.com/robikscube #python #polars #datascience
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