Coding Challenge #105: Polynomial Regression with TensorFlow.js

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Published on June 4, 2018 12:45:24 PM ● Video Link: https://www.youtube.com/watch?v=tIXDik5SGsI

Duration: 21:39

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In this challenge, I expand the linear example into polynomial regression! Code: https://thecodingtrain.com/challenges/105-polynomial-regression-with-tensorflowjs

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References:
💻 TensorFlow.js: https://js.tensorflow.org/

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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

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#stochasticgradientdescent #polynomialregression #javascript #tensorflowjs