Do we have APIs that return population from polygon coordinates?

Is Premium Youtube worth it?

Thank God for Trash Mistakenly deleted a project notebook

I removed 74% of neurons from a neural network. It dropped the accuracy by just 0.50%. Here's a breakdown (with code):

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Applications are now OPEN for the Outreachy December 2025 Internship! 📅 Deadline: Sept 1, 2025 🔎Read important info and apply: outreachy.org/blog/2025-08-2… Some helpful guide: youtube.com/playlist?list=… #Outreachy #Internship #OpenSource

Today's the earliest I've been to work, and it had to be my last week here

Said my good bye 👋

Been a while I worked on a personal project. CI CD con dey look strange for my eye

Learning in your mother's tongue>>

Me vs 270 others On to the next stage Cardtonic 💯🚀

LinkedIn. I know it’s not what you expect to hear, but stay with me: Play the long game! I know it’s 'tech‘ but you can either choose to build a career or focus on small gigs here and there and end up like a construction site worker: no project, no income.

One or two non trivial projects on your portfolio website (if you have one) is good enough. The only public repos on your GitHub should be projects that make you standout. No, there’s no value in making the repo about learning vue.js public. It reduces your steez.

Abeg nau

Year after year, people tend to vanish from our lives. Some fadeaway from our memories due to death or disappear from our hearts due to disagreements while others simply are forgotten because we don’t see them anymore. Cherish those who are true to you and close to your heart

For a system where most use cases are rules-based, I shouldn’t be spending this much time cleaning data sha😅 Why can’t AI agents clean data?

If your data science projects are taking too long to deliver value, the problem might not be your models... it might be your development process. Kristopher McGlinchey details how to apply software development principles and CI/CD automation. towardsdatascience.com/reducing-time-…

I don too refresh my mail today Yesterday too🤧

Big Peju🧚🏽‍♀️|| VA Same. I felt same too but I also realised that at one point or the other I have been unhinged but it just didn't create the commensurate success 😭 That doesn't mean the efforts were not valid 😊 But I could be more unhinged 😊☺️👌

Breaking into ML isn’t easy, especially without a CS background. Egor Howell breaks down the resources he used to become a machine learning engineer and reflects on what he would (and wouldn’t) do again. towardsdatascience.com/everything-i-s…