A Visual Introduction to Machine Learning (2015)

One of the creators of R2D3 here. Funny to wake up to this today! Happy to answer questions here or on bsky

R2D3 did an amazing job here. It’s rare to see statistical learning concepts explained visually this clearly.

This is from 2015. Both technically and conceptually it was ahead of its time.

So amazing, wish there were more articles like this. I love visual learning. Also reminds me of another blog post: https://pomb.us/build-your-own-react/ , probably not directly the same, but similar-ish written blog posts, easy to stay on track and follow. It is so easy to learn with this kind of blog post.

It is a masterpiece! Each time I give an introduction to machine learning, I use this explorable explanation.

There is a collection of a few more here: https://p.migdal.pl/interactive-machine-learning-list/

has anyone come across an r2d3-style explainer for something as high-dimensional as a Transformer's attention mechanism?

Where's the rest of it?

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Josh Starmers books are very visual as well, probably the best source I'd recommend to learn ML

https://www.youtube.com/c/joshstarmer https://statquest.org/