Polars: The Next Big Python Data Science Library... written in RUST? скачать в хорошем качестве

Polars: The Next Big Python Data Science Library... written in RUST?

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:   / medallionstallion_   My other videos: Speed Up Your Pandas Code:    • Make Your Pandas Code Lightning Fast   Intro to Pandas video:    • A Gentle Introduction to Pandas Data Analy...   Exploratory Data Analysis Video:    • Exploratory Data Analysis with Pandas Python   Working with Audio data in Python:    • Audio Data Processing in Python   Efficient Pandas Dataframes:    • Speed Up Your Pandas Dataframes   Youtube: https://youtube.com/@robmulla?sub_con... Discord:   / discord   Twitch:   / medallionstallion_   Twitter:   / rob_mulla   Kaggle: https://www.kaggle.com/robikscube #python #polars #datascience