Jesper Dr.amsch – Realworld ML

@jesperdramsch
1 Followers
67 Following
59 Posts

I apply #machinelearning in the real world and share what I know.

🌦 Scientist for ML at ECMWF
πŸ’Ύ Fellow Software Sustainability Institute
πŸ“š Teacher #Skillshare 4700+
πŸŽ₯ #Youtube Partner
πŸ₯‡ #Kaggle code #81
πŸŽ“ Phd from DTU

✨ websiteshttps://dramsch.net https://pythondeadlin.es
πŸ‘” 15k on LIhttps://dramsch.net/links
πŸ’Œ ML Newsletterhttps://dramsch.net/newsletter
πŸ³β€πŸŒˆthey/them

Hello #TwitterMigration friends, ideas for curating your timeline, which is quite like #gardening: what you plant will be what grows here for you.

1. If you mainly follow others who arrived with you, you depend on them staying. Balance with people who post regularly and there will be new growth here when you check.

2. Follow people who boost others. The serendipity of their associations will seed new ideas for you.

3. It’s a new home: you don’t need the same garden you had in your old home.

Learn Machine Learning with Python for free. Session 3 of the scikit-learn MOOC started recently, you still have time to join!

https://www.fun-mooc.fr/en/courses/machine-learning-python-scikit-learn/

By following the MOOC through the FUN platform you can access the forum, do the quizzes for auto-evaluation and get an https://openbadges.org upon completion.

The FUN platform respects the users privacy and does not share/sell the progress data with anybody.

Machine learning in Python with scikit-learn

Build predictive models with scikit-learn and gain a practical understanding of the strengths and limitations of machine learning!

FUN MOOC
@ritog 3blue1brown open-sourced manim. That might be useful for you.

@ogrisel I did that on mine. Luckily Mastodon will propagate when you first change the visibility.

But be aware that you can't change the visibility after the fact. (I tried setting the first one invisible first to craft the whole thread. That didn't work out πŸ˜…)

Anyone else feel that relief of just being able to like posts, without having to think about them appearing in folks timelines?
@gschwepp sounds like you're looking for sequence-to-sequence models. LSTMs should be capable of that.
I just painstakingly learned that you can't change the visibility of posts after the fact.… πŸ˜… 😭

@cfiesler I'm curious to see where it goes, since it's growing a bit.

In my limited experience, small communities are much easier to keep civil. We've seen it on Tiktok in the "normal video performance" vs. "going viral". But I saw it also in Overwatch. It was a lovely community in the beta. People were civil, chat was really nice, overall fun. Today it's one of the most toxic games out there.

Just curious how the system design holds up against the masses.

@ubiquity75 I don't know...

I haven't left the bird site because, suddenly, my feed was flooded with ethnically diverse folks. I opened the mastodon account after a rich white boy bought it to set the rules.

In fact, I always struggled to find more diverse voices there and find it easier currently here since that migration was self-selecting. I've seen many white cis-men argue that mastodon is not the answer, which is fair itself, but they're staying...

So not sure I agree there.

TL;DR

Overall, this tutorial is aimed at applied scientists, exploring ML for their problems.

We looked at 6 ready-to-use notebooks to make your life easier.

This resource is for you to steal and make better science.

Each tool makes it more likely for
β€’ Your results to go through review
β€’ Others to use and cite your stuff
β€’ The code fairy to smile upon you

We focused on β€œeasy wins” scientists can implement in research to avoid catastrophic failures and increase reproducibility.