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:
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: @robmulla?sub_confirmation=1
* Discord:
* Twitch:
* Twitter:
* Kaggle:
#python #polars #datascience
5 views
3
0
4 weeks ago 00:01:20 1
Coca-Cola - Secret Santa (AI-Generated Christmas Ad 2024)
1 month ago 00:00:32 1
…but the people are retarded
2 months ago 00:03:19 1
ABBA - SOS (Official Music Video)
2 months ago 00:00:31 1
Walking On Water #polarbear #northpole
2 months ago 00:03:07 1
ABBA - Money, Money, Money (Official Music Video)
2 months ago 00:42:55 1
Душанбе - Таджикистан - часть 2 | Жизнь других |
2 months ago 00:07:58 1
Old Gods of Asgard - Take Control (Lyric Video)
2 months ago 00:00:18 1
Place To Get Rid of Day and Sun || #moon #astronomy #universe
2 months ago 00:00:52 1
🏛️ Uruguay Heads to Run-off in Presidential Election! 🇺🇾
2 months ago 00:11:49 1
Dave Chappelle DESTROYED Woke Culture And Hollywood Is FUMING
2 months ago 00:03:58 1
ABBA - Knowing Me, Knowing You (Official Music Video)
2 months ago 00:03:01 1
Polaris Dawn
2 months ago 00:05:47 1
ABBA - The Day Before You Came (Video)
2 months ago 00:15:58 1
AMD Radeon RX 560 4GB: gameplay в 25 популярных играх при Full HD
2 months ago 01:27:20 1
TRANCE 2024 - VOL. 9 [FULL ALBUM]
2 months ago 01:58:36 1
Keynote Speech on the EU’s Green Industrial Policy by Vice Chancellor Dr. Robert Habeck