A portfolio project for undergrads? There's a 300 lines of code http://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. https://twitter.com/NirantK/status/1443567619718582274 …
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Or...yay new tools. The people who come after me will enjoy an easier, less time consuming path!
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Or let myself enjoy how far others can go with the new tools and not only me.
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Machine learning is such a big field. How do people manage to keep up. There's new stuff every year that's significantly better than the previous ones. Tech fomo is painful
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Abstraction speeds up innovation .. if we were still writing FFT algorithms and not calling y = FFT(x) , a DSP today would cost $50k not 50cents, and it would take 24 days for Alexa to understand how to turn off the porch lights
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The same example came to my mind too.
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Thanks to you and many contributors, people like me - bad at maths, good at programming - can now provide more to customers. I don't have a PhD, and ... it's ok
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" 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 