#510: 10 Polars Tools and Techniques To Level Up Your Data Science

Talk Python To Me

Michael Kennedy

Technology

4.8 • 635 Ratings

🗓️ 18 June 2025

⏱️ 62 minutes

🔗️ Recording | iTunes | RSS

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Summary

Are you using Polars for your data science work? Maybe you've been sticking with the tried-and-true Pandas? There are many benefits to Polars directly of course. But you might not be aware of all the excellent tools and libraries that make Polars even better. Examples include Patito which combines Pydantic and Polars for data validation and polars_encryption which adds AES encryption to selected columns. We have Christopher Trudeau back on Talk Python To Me to tell us about his list of excellent libraries to power up your Polars game and we also talk a bit about his new Polars course.

Transcript

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0:00.0	Are you using pollers for your data science work?
0:02.6	There are many benefits to polares directly, of course, but you might not be aware of all the
0:07.6	excellent tools and libraries that make polar's even better.
0:11.9	Examples include Petito, which combines Piedantic and Polars for data validation, and Pollars
0:18.3	underscore encryption, which adds AES encryption to selected columns.
0:23.4	We have Christopher Trudeau back on Talk Python to Me to tell us all about his list of excellent libraries to power up your Pollars game, and we even talk a bit about his new Polars course.
0:36.3	This is Talk Python to Me. Episode 510 recorded May 22nd,
0:40.8	2025.
0:41.8	Yeah.
0:42.8	Talk Python to me. Yeah, we ready to roll. Upgrading the code. No fear of getting old.
0:49.4	They sink in the air. New frameworks in sight. Geeky rap on deck. Quark crew.
0:55.2	It's time to unite.
0:56.5	We started in pyramid.
0:58.1	Cruze in old school lanes.
0:59.5	Check it out, folks.
1:01.5	We've got a new geeky theme song.
1:04.4	I hope you enjoy this fun start to the episode.
1:06.6	If you want to download the entire MP3,
1:08.7	grab it at TalkPython.com.
1:10.3	Slash song. Enjoy.
1:12.4	Welcome to Talk Python to Me, a weekly podcast on Python. This is your host, Michael Kennedy.
1:18.2	Follow me on Massadon, where I'm at M. Kennedy, and follow the podcast using at Talk Python,
	...

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