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Comment on The matrix calculus you need for deep learning (2018)

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Oh nice, I did most of this in school, and during my non-CS engineering degree. Thanks for sharing!

Always wanted to dip my toes into ML, but I've never been convinced of it's usefulness to the average solo developer, in terms of things you can build with this new knowledge. Likely I don't know enough about it to make that call though.

Here’s an ML project I’ve been working on as a solo dev:

https://github.com/williamcotton/chordviz

Labeling software in React, CNN in PyTorch, prediction on app in SwiftUI. 12,000 and counting hand labeled images of my hand on a guitar fretboard!

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