In this live stream, I make another attempt to discuss back propagation with gradient descent. I also solve XOR with the new toy neural network library.
23:57 – Gradient Descent video
1:46:27 – 2nd Gradient Descent video
2:14:50 – XOR Coding Challenge
Schedule and topics:
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Links discussed in this video:
Machine Learning for Artists:
Toy-Neural-Network-JS:
Michael Nielsen’s Book on Neural Networks:
The Coding Train on Amazon:
Deeplearn.js:
Matrix Math website:
Backpropagation on wikipedia:
Stochastic Gradient Descent on Wikipedia
:
Videos mentioned:
My Neural Networks series:
3Blue1Brown Neural Networks playlist:
3Blue1Brown’s Linear Algebra playlist:
Gradient Descent by 3Blue1Brown:
Gradient Descent by Siraj Raval:
My Video on Gradient Descent:
Source Code for the all Video Lessons:
p5.js:
Processing:
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