Coding Challenge #104: Linear Regression with TensorFlow.js

From the creator

In this challenge, I use the TensorFlow.js library to create an interactive demonstration of linear regression (with stochastic gradient descent!) Code: https://thecodingtrain.com/challenges/104-linear-regression-with-tensorflowjs 🕹️ p5.js Web Editor Sketch: https://editor.p5js.org/codingtrain/sketches/UtOWCSYYF 🎥 Previous video: https://youtu.be/X0kjv0MozuY?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH 🎥 Next video: https://youtu.be/tIXDik5SGsI?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH 🎥 All videos: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6ZiZxtDDRCi6uhfTH4FilpH References: 💾 TensorFlow.js: https://js.tensorflow.org/ 🐦 Kaustubh Olpadkar's tweet: https://twitter.com/olpadkar/status/997836558131650561 Videos: 🚂 Linear Regression with Gradient Descent: https://youtu.be/L-Lsfu4ab74 🚂 TensorFlow.js playlist: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YIeVA3dNxbR9PYj4wV31oQ 🚂 Intelligence and Learning playlist: https://www.youtube.com/playlist?list=PLRqwX-V7Uu6YJ3XfHhT2Mm4Y5I99nrIKX 🚂 ES6 Arrow Function: https://www.youtube.com/watch?v=mrYMzpbFz18 🚂 JavaScript Promises: https://www.youtube.com/watch?v=QO4NXhWo_NM&list=PLRqwX-V7Uu6bKLPQvPRNNE65kBL62mVfx Live Stream Archive: 🔴 Coding Train Live 139: https://youtu.be/NZR-N_dhK2M?t=473s Related Coding Challenges: 🚂 #70 Nearest Neighbors Recommendation Engine: https://youtu.be/N8Fabn1om2k 🚂 #105 Polynomial Regression with TensorFlow.js: https://youtu.be/tIXDik5SGsI 🚂 #106 XOR Problem with TensorFlow.js: https://youtu.be/N

Published 2018-05-29 · Watch on YouTube ↗
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