04 > Gradients & Autograd > Learning Rate - Broken Link?

p.hanel · November 2025

In the text "Gradient Descent, the Learning Rate, and the importance of Feature Scaling" I get an error message when I click it. I have pasted the link below in plain text and an image of the result.

I don't know if this is just on my computer or device agnostic?

https://machinelearningmastery.com/training-a-linear-regression-model-in-pytorch/
_^^^The form keeps turning this into a link & I don't know how to disable that so just refer at the link in the image plz. _

fcioanca · November 2025

Here is the updated link: https://medium.com/data-science/gradient-descent-the-learning-rate-and-the-importance-of-feature-scaling-6c0b416596e1

p.hanel · November 2025

@fcioanca Thank you that works!

There is another broken at 04 > Non-Linearities > Non-Linearities - at the bottom of the page "For a more detailed explanation of the inner workings of activation functions, check Daniel Godoy’s blog post Hyper-parameters in Action - Part I: Activation Functions.". If I could get an updated link for that post as well it would be greatly appreciated.