Sofia Heisler No More Sad Pandas
In this excellent talk, Sofia Heisler explains how to optimize Pandas code. There is a striking difference between a naive implementation and an optimized one, a nearly 500x improvement.
She also described two very useful benchmarking functions, timeit, and line_profiler.
[embed]https://www.youtube.com/watch?v=HN5d490_KKk[/embed]
I wonder how much of this would apply to “normal” python development? If nothing else, the two benchmarking functions will certainly come in handy in future optimization.
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Check out some more stuff to read down below.
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Recent Favorite Blog Posts
This is a collection of the last 8 posts that I bookmarked.
- Pluralistic: AI "journalists" prove that media bosses don't give a shit (11 Mar 2026) from Pluralistic: Daily links from Cory Doctorow
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- Pluralistic: California can stop Larry Ellison from buying Warners (28 Feb 2026) from Pluralistic: Daily links from Cory Doctorow
- On Alliances from Smashing Frames
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- Diffusion of Responsibility from Smashing Frames
- My AI Adoption Journey from Mitchell Hashimoto
Articles from blogs I follow around the net
I was inconsiderate but now I’m everywhere
When I was in the music business, there was a record producer who lived in New Jersey, but refused to come into New York City. Anyone that wanted to meet with him had to drive all the way down to his little town. I thought, “What’s his problem? Is he lazy o…
via Derek Sivers blog March 12, 2026Pluralistic: AI "journalists" prove that media bosses don't give a shit (11 Mar 2026)
Today's links AI "journalists" prove that media bosses don't give a shit: In case there was ever any doubt. Hey look at this: Delights to delectate. Object permanence: Eggflation x excuseflation; Haunted Mansion stretch portraits; "Los…
via Pluralistic: Daily links from Cory Doctorow March 11, 2026Generative AI vegetarianism
For some spicier takes! Anthony Moser’s “I Am An AI Hater”, Jenny Zhang’s “choosing friction”, Rusty Foster’s “A.I. Isn’t People”, or Ed Zitron’s “The Case Against Generative AI” if you have most of an afternoon to read it. Emily Bender and Alex Hanna’s p…
via Sean Boots March 11, 2026Generated by openring