10.5: Neural Networks: Multilayer Perceptron Part 2 - The Nature of Code

This video follows up on the previous Multilayer Perceptron video. Code: https://thecodingtrain.com/tracks/neu...

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References:
🔗 Make Your Own Neural Network: https://www.amazon.com/Make-Your-Own-...
🔗 Perceptrons: https://www.amazon.com/Perceptrons-In...
🔗 Perceptron: https://en.wikipedia.org/wiki/Perceptron
🔗 Intelligence and Learning: https://github.com/nature-of-code/NOC...

Timestamps:
0:00 Introduction
1:21 Design for the neural network library
3:39 Fully connected network
6:05 Create a neural network
7:40 Shape of data
8:56 Feedforward process
12:19 Normalizing the data
15:32 Weights matrix
18:21 Linear algebra
20:51 Outro

Editing by Mathieu Blanchette
Animations by Jason Heglund
Music from Epidemic Sound

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#neuralnetworks #multilayerperceptron #linearalgebra #javascript