10.14: Neural Networks: Backpropagation Part 1 - The Nature of Code

In this video, I discuss the backpropagation algorithm as it relates to supervised learning and neural networks. Code: https://thecodingtrain.com/tracks/neural-networks/neural-networks/14-backpropagation-part-1 💻 Github Repo: https://github.com/CodingTrain/Toy-Neural-Network-JS 🎥 Previous: https://youtu.be/MPmLWsHzPlU 🎥 Next: https://youtu.be/r2-P1Fi1g60 References: 🔗 Intelligence and Learning: https://github.com/nature-of-code/NOC-S17-2-Intelligence-Learning/tree/master/week4-neural-networks 🔗 Make Your Own Neural Network: https://www.amazon.com/Make-Your-Own-Neural-Network-ebook/dp/B01EER4Z4G 🔗 Tensorflow.js: https://github.com/nature-of-code/NOC-S17-2-Intelligence-Learning/tree/master/week4-neural-networks 🔗 Sigmoid function: https://en.wikipedia.org/wiki/Sigmoid_function Videos: 🔗 https://www.youtube.com/watch?v=jc2IthslyzM 🔗 https://www.youtube.com/playlist?list=PLZHQObOWTQDPD3MizzM2xVFitgF8hE_ab 🔗 https://www.youtube.com/playlist?list=PLZHQObOWTQDNU6R1_67000Dx_ZCJB-3pi 🔗 https://www.youtube.com/watch?v=IHZwWFHWa-w Timestamps: 0:00 Introduction 0:33 Supervised learning 1:21 Key terminology 3:18 Resources 4:40 The backpropagation algorithm 7:54 Apportioning the error 19:18 Outro Editing by Mathieu Blanchette Animations by Jason Heglund Music from Epidemic Sound 🚂 Website: https://thecodingtrain.com/ 👾 Share Your Creation! https://thecodingtrain.com/guides/passenger-showcase-guide 🚩 Suggest Topics: https://github.com/CodingTrain/Suggestion-Box 💡 GitHub: https://github.com/CodingTrain 💬 Discord: https://thecodingtrain.com/discord 💖 Membership: http://youtube.com/thecodingtrain/join 🛒 Store: https://standard.tv/codingtrain 🖋️ Twitter: https://twitter.com/thecodingtrain 📸 Instagram: https://www.instagram.com/the.coding.train/ 🎥 https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH 🎥 https://www.youtube.com/playlist?list=PLRqwX-V7Uu6Zy51Q-x9tMWIv9cueOFTFA 🔗 p5.js: https://p5js.org 🔗 p5.js Web Editor: https://editor.p5js.org/ 🔗 Processing: https://processing.org 📄 Code of Conduct: https://github.com/CodingTrain/Code-of-Conduct This description was auto-generated. If you see a problem, please open an issue: https://github.com/CodingTrain/thecodingtrain.com/issues/new #neuralnetwork #backpropagation #javascript