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/neu...

🎥 Previous:    • 10.3: Neural Networks: Perceptron Par...  
🎥 Next:    • 10.5: Neural Networks: Multilayer Per...  

References:
🔗 Make Your Own Neural Network: https://www.amazon.com/Make-Your-Own-...
🔗 Perceptrons: https://www.amazon.com/Perceptrons-In...
🔗 Perceptron: https://en.wikipedia.org/wiki/Perceptron
🔗 Intelligence and Learning: https://github.com/nature-of-code/NOC...
🔗 My video on AND and OR:    • 3.3: Else and Else if, AND and OR - p...  
🔗 My video on Perceptrons:    • 10.2: Neural Networks: Perceptron Par...  
🔗 kwichmann's Learning XOR with a neural net: https://kwichmann.github.io/ml_sandbo...

Related Coding Challenges:
🚂    • Coding Challenge #105: Polynomial Reg...  
🚂    • Coding Challenge #92: XOR Problem  

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/pas...
🚩 Suggest Topics: https://github.com/CodingTrain/Sugges...
💡 GitHub: https://github.com/CodingTrain
💬 Discord: https://thecodingtrain.com/discord
💖 Membership: http://youtube.com/thecodingtrain/join
🛒 Store: https://standard.tv/codingtrain
🖋️ Twitter:   / thecodingtrain  
📸 Instagram:   / the.coding.train  

🎥    • Coding Challenges  
🎥    • Start learning here!  

🔗 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-o...

This description was auto-generated. If you see a problem, please open an issue: https://github.com/CodingTrain/thecod...

#neuralnetworks #perceptron #javascript