Live Stream #118 - More Neural Networks

Channel:
United States The Coding Train
Subscribers:
1,740,000
Published on ● Video Link: https://www.youtube.com/watch?v=e8H588SXu6U


Duration: 2:46:03
10,195 views
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In this live stream, I make another attempt to discuss backpropagation 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:
https://github.com/CodingTrain/Rainbow-Code/blob/master/README.md

Support this channel on Patreon: https://patreon.com/codingtrain
To buy Coding Train merchandise: https://www.designbyhumans.com/shop/codingtrain/
To Support the Processing Foundation: https://processingfoundation.org/support

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:
Machine Learning for Artists: https://github.com/ml4a
Toy-Neural-Network-JS: https://github.com/CodingTrain/Toy-Neural-Network-JS
Michael Nielsen's Book on Neural Networks: http://neuralnetworksanddeeplearning.com/
The Coding Train on Amazon: https://www.amazon.com/shop/thecodingtrain
Deeplearn.js: https://deeplearnjs.org/
Matrix Math website: http://matrixmultiplication.xyz/
Backpropagation on wikipedia: https://en.wikipedia.org/wiki/Backpropagation
Stochastic Gradient Descent on Wikipedia
: https://en.wikipedia.org/wiki/Stochastic_gradient_descent


Videos mentioned:
My Neural Networks series: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6aCibgK1PTWWu9by6XFdCfh
3Blue1Brown Neural Networks playlist: https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi
3Blue1Brown's Linear Algebra playlist: https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab
Gradient Descent by 3Blue1Brown: https://youtu.be/IHZwWFHWa-w
Gradient Descent by Siraj Raval: https://youtu.be/XdM6ER7zTLk
My Video on Gradient Descent: https://youtu.be/jc2IthslyzM


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

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

For an Introduction to Programming: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA
For More Live Streams: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6bxnFR6no70vlxxuxDEzflz
For More Coding Challenges: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH

📄 Code of Conduct: https://github.com/CodingTrain/Code-of-Conduct



Other Videos By The Coding Train


2018-02-13Coding Challenge #93: Double Pendulum
2018-02-12Coding Challenge #92: XOR Problem
2018-02-10Live Stream #120: MNIST and Pendulums
2018-02-10CircleCI Part 3: Continuous Integration with GitHub
2018-02-09CircleCI Part 2: Unit Testing with Jest
2018-02-08CircleCI Part 1: Introduction to Unit Testing and Continuous Integration
2018-02-07Live Stream #119 - Solving Merge Conflicts and XOR Problem
2018-02-0710.18: Neural Networks: Backpropagation Part 5 - The Nature of Code
2018-02-0610.17: Neural Networks: Backpropagation Part 4 - The Nature of Code
2018-02-0510.16: Neural Networks: Backpropagation Part 3 - The Nature of Code
2018-02-04Live Stream #118 - More Neural Networks
2018-02-03Live Stream #117.2 - Unit Testing and CI with CircleCI - Part 2
2018-02-03Coding Train Live 117.1 - Unit Testing and CI with CircleCI - Part 1
2018-01-31Coding Challenge #91: Snakes & Ladders - Part 3
2018-01-30Coding Challenge #91: Snakes & Ladders - Part 2
2018-01-29Coding Challenge #91: Snakes & Ladders - Part 1
2018-01-28Live Stream #116.2 - Snakes & Ladders Continued + 2048
2018-01-27Live Stream #116.1 - Snakes & Ladders
2018-01-2410.15: Neural Networks: Backpropagation Part 2 - The Nature of Code
2018-01-2310.14: Neural Networks: Backpropagation Part 1 - The Nature of Code
2018-01-2210.13: Neural Networks: Feedforward Algorithm Part 2 - The Nature of Code


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