Coding Challenge #105: Polynomial Regression with TensorFlow.js

From the creator

In this challenge, I expand the linear example into polynomial regression! Code: https://thecodingtrain.com/challenges/105-polynomial-regression-with-tensorflowjs 🕹️ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/sketches/UdXRZxF7e 🎥 Previous video: https://youtu.be/dLp10CFIvxI?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH 🎥 Next video: https://youtu.be/N3ZnNa01BPM?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH 🎥 All videos: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH References: 💻 TensorFlow.js: https://js.tensorflow.org/ Videos: 🚂 TensorFlow.js playlist: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YIeVA3dNxbR9PYj4wV31oQ 🚂 Intelligence and Learning playlist: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YJ3XfHhT2Mm4Y5I99nrIKX 🔴 Coding Train Live 140: https://youtu.be/WVZ653QYjvQ?t=1405s Related Coding Challenges: 🚂 #99 Neural Network Color Predictor: https://youtu.be/KtPpoMThKUs 🚂 #104 Linear Regression with TensorFlow.js: https://youtu.be/dLp10CFIvxI 🚂 #106 XOR Problem with TensorFlow.js: https://youtu.be/N3ZnNa01BPM Timestamps: 0:00 Introduction 3:25 Find a, b, and c 5:04 Change predict function 6:47 Draw a curve 11:55 Optimizers 13:00 mouseDragged() 20:00 Overfitting Editing by Mathieu Blanchette Animations by Jason Heglund Music from Epidemic Sound 🚂 Website: http://thecodingtrain.com/ 👾 Share Your Creation! https://thecodingtrain.com/guides/passenger-showcase-guide 🚩 Suggest Topics: https://github.com/CodingTrain/Suggestio

Published 2018-06-04 · Watch on YouTube ↗
Availability and playback restrictions are controlled by the original channel.