I can calculate gradient decent for any number of dimensions, but how does this apply to machine learning

[meanpenguin (Edward)]

This post has some interesting links related to gradient descent.

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Based on the visualisations of gradient descent in Lecture 3 (and Lecture 2 of version 3), I have been investigating gradient descent and producing a bunch of visuals of my own. Some of the visuals are funky and emotive and almost lifelike! Part 1. Gradient descent with simple models on simple data Part 2. Gradient descent with neural networks models on simple data Part 3. Stochastic gradient descent. Though (I think) I understand the theory of gradient descent and of vanilla neural networ…