Gradient descent - with a simple example

https://www.tilestats.com/
1. Gradient descent in one dimension (0:30)
2. How to implement the gradient descent method in R (05:40)
3. Gradient descent in two dimension (8:18)
4. How to use gradient descent to estimate parameters in a model (09:40)

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