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10.1: Introduction to Neural Networks – The Nature of Code
Welcome to Chapter 10 of The Nature of Code: Neural Networks.
(http://natureofcode.com/book/chapter-10-neural-networks/)
In this video, I provide a brief introduction neural networks and an overview of topics in upcoming videos.
Next video (Perceptron): https://youtu.be/ntKn5TPHHAk
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)
Support this channel on Patreon: https://patreon.com/codingtrain
To buy Coding Train merchandise: https://codingtrain.storenvy.com
To donate to the Processing Foundation: https://processingfoundation.org/
Send me your questions and coding challenges!: https://github.com/CodingTrain/Rainbow-Topics
Contact:
Twitter: https://twitter.com/shiffman
The Coding Train website: http://thecodingtrain.com/
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
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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