A portfolio project for undergrads? There's a 300 lines of code keras.io example that does exactly this (with better performance). Anyone with some Python experience could read it and modify it.
Machine learning just keeps getting easier and more accessible.
Machine learning just keeps getting easier and more accessible.
https://twitter.com/NirantK/status/1443567619718582274
One thing I want to emphasize: ease-of-use is obviously beneficial to those with less expertise, who go from 0 to 1. But the people who gain the most from it are actually the experts, who are now able to dream bigger and move faster. Experts go from 1 to 10.
"My expertise is devalued, undergrads can reimplement my PhD thesis in 30 minutes 😢" is the wrong mindset.
It's actually: "my expertise is being multiplied, I can now achieve dramatically more ambitious milestones while leveraging more enjoyable and productive workflows 🚀🚀🚀"
It's actually: "my expertise is being multiplied, I can now achieve dramatically more ambitious milestones while leveraging more enjoyable and productive workflows 🚀🚀🚀"
"Oh no, better tools! They're helping the kids catch up to me!"
vs
"Yay, better tools! Can't wait to see how far I can go with them!"
vs
"Yay, better tools! Can't wait to see how far I can go with them!"
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