10.4: Neural Networks: Multilayer Perceptron Part 1 - The Nature of Code

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In this video, I move beyond the Simple Perceptron and discuss what happens when you build multiple layers of interconnected perceptrons ("fully-connected network") for machine learning.

Next video: https://youtu.be/IlmNhFxre0w

This video is part of Chapter 10 of The Nature of Code (http://natureofcode.com/book/chapter-10-neural-networks/)

This video is also part of session 4 of my Spring 2017 ITP "Intelligence and Learning" course (https://github.com/shiffman/NOC-S17-2-Intelligence-Learning/tree/master/week4-neural-networks)

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Send me your questions and coding challenges!: https://github.com/CodingTrain/Rainbow-Topics

Contact:
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Links discussed in this video:
The Nature of Code: http://natureofcode.com/
Session 4 of Intelligence and Learning: https://github.com/shiffman/NOC-S17-2-Intelligence-Learning/tree/master/week4-neural-networks
Perceptron on Wikipedia: https://en.wikipedia.org/wiki/Perceptron
My Simple Artificial Neural Network JavaScript Library: https://github.com/shiffman/Neural-Network-p5
My video on AND and OR: https://youtu.be/r2S7j54I68c
My video on Perceptrons: https://youtu.be/ntKn5TPHHAk
kwichmann's Learning XOR with a neural net: https://kwichmann.github.io/ml_sandbox/XOR_nn/

Books discussed in this video:
Tariq Rashid's Make Your Own Neural Network: http://amzn.to/2tcVeFS
Marvin Minsky's Perceptrons: http://amzn.to/2u8Jv8f


Source Code for the all Video Lessons: https://github.com/CodingTrain/Rainbow-Code

p5.js: https://p5js.org/
Processing: https://processing.org


The Nature of Code playlist: https://www.youtube.com/user/shiffman/playlists?view_as=subscriber&shelf_id=6&view=50&sort=dd
For More Coding Challenges: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH
For More Intelligence and Learning: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YJ3XfHhT2Mm4Y5I99nrIKX

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