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Neural networks simplified and made easy, for the layperson (or medical practitioner). I've tried to keep things simple, and provide a beginner's introduction to machine learning and neural networks. By the end of this series, you'll have created your first complete and functioning artificial neural network, written in Google Colab. I recommend listening on 1.5 or 2x speed.
Part 2 is all about generating a 'loss function', which will help us determine how poor our network's predictions probably were.
Part 1: • Coding a Neural Networ...
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Part 3: • Coding a Neural Networ...
Part 4: • Coding a Neural Networ...
Part 5: • Coding a Neural Networ...
This tutorial is greatly indebted to the work of Justin Johnson: github.com/jcj...
Let me know what you think in the comments below👇