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10.12: Neural Networks: Feedforward Algorithm Part 1 - The Nature of Code

In this video, I tackle a fundamental algorithm for neural networks: Feedforward. I discuss how the algorithm works in a Multi-layered Perceptron and connect the algorithm with the matrix math from previous videos.

Next Part: https://youtu.be/HuZbYEn8AvY

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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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 Coding Train Amazon Shop: https://www.amazon.com/shop/thecodingtrain
Sigmoid Function on Wikipedia: https://en.wikipedia.org/wiki/Sigmoid_function
Videos mentioned in this video:
3Blue1Brown Neural Networks playlist: https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi
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

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

Видео 10.12: Neural Networks: Feedforward Algorithm Part 1 - The Nature of Code канала The Coding Train
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18 января 2018 г. 20:36:19
00:27:41
Яндекс.Метрика