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

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. Code: https://thecodingtrain.com/tracks/neural-networks/neural-networks/4-multilayer-perceptron-part-1 🎥 Previous: https://youtu.be/DGxIcDjPzac 🎥 Next: https://youtu.be/IlmNhFxre0w References: 🔗 Make Your Own Neural Network: https://www.amazon.com/Make-Your-Own-Neural-Network-ebook/dp/B01EER4Z4G 🔗 Perceptrons: https://www.amazon.com/Perceptrons-Introduction-Computational-Geometry-Expanded/dp/0262631113 🔗 Perceptron: https://en.wikipedia.org/wiki/Perceptron 🔗 Intelligence and Learning: https://github.com/nature-of-code/NOC-S17-2-Intelligence-Learning/tree/master/week4-neural-networks 🔗 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/ Related Coding Challenges: 🚂 https://youtu.be/tIXDik5SGsI 🚂 https://youtu.be/188B6k_F9jU Timestamps: 0:00 Introduction 1:54 Classification example 3:19 Perceptrons 3:48 Linearly separable problems 5:07 XOR 15:22 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 #neuralnetworks #perceptron #javascript