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Polars, Python, Narwhals, Rust, and Pandas: Marco Gorelli talks to Jon Krohn about the many ways to use the newest data libraries available, the joys of open-source development, and the best method to win prizes in forecasting competitions.

This episode is brought to you by AWS Inferentia (https://go.aws/3zWS0au) and AWS Trainium (https://go.aws/3ycV6K0), by Babbel (https://www.babbel.com/superdata), the science-backed language-learning platform, and by Gurobi (https://www.gurobi.com/personas/optimization-for-data-scientists), the Decision Intelligence Leader. Interested in sponsoring a SuperDataScience Podcast episode? Email natalie@superdatascience.com for sponsorship information.

In this episode you will learn:
• When to use Polars vs Pandas [08:26]
• How Polars optimizes string operations and data processing [20:08]
• Where Narwhals outstrips Polars and Pandas [48:37]
• The benefits of using Altair [55:21]
• Addressing the lack of women in data science [1:09:58]
• How to win a forecasting competition [1:16:58]

Additional materials: www.superdatascience.com/815

The Super Data Science Podcast: Machine Learning | AI | Success

815: Polars: Faster DataFrame Ops, with Marco Gorelli

Can you imagine being 20 years old and already having been burned in a fire, as well as having a rare neurological issue?  That is what happened to our friend, Addison Hudler.  She has overcome so many difficult situations, and is still standing strong in her faith. Addison is currently a junior at Ouachita Baptist University.
You may remember her mother, Amber Hudler, was on our first episode, and also our guest for Episode #126.  In that first episode, Amber also discussed some of the topics we talk about with Addison, but now you will hear from the daughter's perspective.  These episodes go well together.
Addison was only 7 years old when there was an accident during a bonfire that caused 2nd degree burns on her face and hand.  She was 12 when she started to develop strange symptoms that sent her to many doctors and hospitals, with no answers for a long while.  They did finally get answers and treatment, but not without continued work.
There is a quote from Jeremy Freeman which Addison likes to quote.  It is this: "Sometimes God gets the most glory when someone is healed on earth. Sometimes God gets the most glory when someone is healed in heaven, and sometimes God gets the most glory when someone spends a lifetime enduring."

Recommended Resource:
Firm Foundation, song by Chandler Moore and Cody Carnes

#afrayedknotpodcast
#burn
#pandas
#purpose

EP 140, Addison Hudler, A Frayed Knot*

🌿 No solo el panda desaparece.
También lo que hace posible su vida.

El futuro del panda depende de lo que hagamos hoy | Manfred Mauricio Quintanilla Hernández

Since childhood, writers Annamika Konkola, a Senior Reporter with Youth Journalism International, pandas have caught her eye. On a visit to China, she saw them in real life, but also everywhere. This essay explores not only the adorable pandas of China, but how they are used to foster good will around the world. 

China's soft diplomacy - Pandas win hearts and minds without even trying, by Annamika Konkola

Noodles, Pandas, Geese, Kung Fu, Fusion Jazz B Dorian what have you.



The_Noodle_Dream

This one goes out to a single male panda in need of some encouragement.

License/Purchase

Just Say Yes (Let's Avoid Extinction)

When AI turns a slide deck into a podcast, i can't help but wonder if I shoud've talked to myself instead of monologuing a boring presentation about/with TMI

Data Computation Superconducted: down arrows, lazy ducks & polarizing frames

It's episode 788! In which Geeky Panda brings inspiration, along with chat about travel and a number of anecdotes about our university days - we also have trivia question on pandas and libraries; all this and some rather silly questions to finish things off! In our next show - #789 Toppie Smellie is in a rather needy mood and requires some attention from Mister Yeti! Please do join us! Email us at shyyeti@yahoo.co.uk if you have any comments - you can even send me a sound-file and I'll include it. The music is by Shy Yeti, Muffleyontour, Udio and Luca. Sound effects by Paul C Freesound Community from Pixabay and Soundbible. Logo by Owen O and Shy Yeti. All other content of this episode is Copyright Paul Chandler, 2025. Episode 788 was recorded on the 11th July 2025. 


THE SHY LIFE PODCAST - 788: GEEKY PANDA BRINGS US ALL SOME INSPIRATION!

pandas

Danny Rojas Danny Rojas Danny RojasDanny Rojas Danny RojasDanny Rojas 

I was born caffeinated.

Youth Journalism International connects student writers, artists and photographers with peers around the globe, teaches journalism, fosters cross-cultural understanding, and promotes and defends a free youth press.

Like, follow, comment, share. There's more coming. Always.

See phrases.pub for lyrics, licensing, and a full, searchable catalog.

Phrases and Phases Publishing is a one-man label, archive, and reality-refraction field. Founded by J. Adam Walters - lawyer-turned lyricist, satirist, and architectural dropout from polite society - it's the home for songs that shouldn't exist, poems that go to far, and fictional universes with better paperwork than the Library of Congress. 

From folk elegies to parody rap to theocratic cartoon trauma epics, everything here is written by a human who uses AI as a collaborator and instrument rather than an outsourced brain, and finished only when it reaches a space where laughing hurts, or hurting laughs.

The latest machine learning, A.I., and data career topics from across both academia and industry are brought to you by host Dr. Jon Krohn on the Super Data Science Podcast.

As the quantity of data on our planet doubles every couple of years and with this trend set to continue for decades to come, there's an unprecedented opportunity for you to make a meaningful impact in your lifetime. In conversation with the biggest names in the data science industry, Jon cuts through hype to fuel that professional impact.

Whether you're curious about getting started in a data career or you're a deep technical expert, whether you'd like to understand what A.I. is or you'd like to integrate more data-driven processes into your business, we have inspiring guests and lighthearted conversation for you to enjoy.

We cover tools, techniques, and implementation tricks across data collection, databases, analytics, predictive modeling, visualization, software engineering, real-world applications, commercialization, and entrepreneurship − everything you need to crush it with data science.

A home for all things from the world of Shy Yeti... You can find out more about my writing, verse, podcasts and all other areas of yeti insanity at: www.shyyeti.com :)

A Frayed Knot is the podcast of Jill McCormick and Robin Wall. Our stories matter and make us who we are. Every other week our guests share stories that matter, the stories that make us who we are. Even though our stories have knots, we are not afraid. Our stories are frayed. They’re not perfect. We believe the truth of our mess makes us stronger. We hope that God uses these stories to encourage and strengthen your faith as you trust in Him.

New tracks tagged #pandas