Beginners Guide to Machine Learning in JavaScript - ml5.js: Train Your Own Neural Network

This video covers how to train a neural network machine learning model with real-time interactive data in ml5.js. The example demonstrated uses the mouse as input and performs classification (the assigned label is a musical note). Code: https://thecodingtrain.com/tracks/ml5js-beginners-guide/ml5/6-train-your-own-neural-network/1-train-the-model 🚀 Watch this video ad-free on Nebula https://nebula.tv/videos/the-coding-train-yt-ml5-js-train-your-own-neural-network 🕹️ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/sketches/zwGahux8a 🎥 Previous: https://youtu.be/JWsKay58Z2g?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 Next: https://youtu.be/q6cwxORPDo8?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y 🎥 All: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YPSwT06y_AEYTqIwbeam3y References: 💾 ml5.js Neural Network: https://learn.ml5js.org/#/reference/neural-network 🔗 Titanic Dataset: https://github.com/ml5js/ml5-examples/blob/release/p5js/NeuralNetwork/NeuralNetwork_titanic/data/titanic_cleaned.csv 💾 Color Data: https://github.com/ml5js/ml5-examples/blob/release/p5js/NeuralNetwork/NeuralNetwork_color_classifier/data/colorData.json 💾 Wekinator: http://www.wekinator.org/ Videos: 🎥 Eyeo 2018 - Rebecca Fiebrink: https://vimeo.com/287094397 🎥 This is not a theremin: https://vimeo.com/306231994 🎥 https://www.youtube.com/watch?v=aircAruvnKk Timestamps: 0:00 Introduction 1:42 Wekinator Project 2:42 History of creative artists 3:10 What is a neural network? 5:30 Steps 7:22 Feed forward multi-layer perceptron 8:57 Let's Code! 10:08 Options 11:45 Outputs--what is the label? 12:30 Task 12:55 Collect training data 13:50 Target label 16:52 Training the model 17:35 What is an epoch? 18:47 Callbacks 19:44 tfjs.vis--debug: true 20:10 Normalizing the data 22:33 What is loss? 24:27 Learning rate 25:49 Prediction 26:09 Add state variable? 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 #machinelearningml #ml5js #p5js