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by throwaway7783 410 days ago
In the same vein, Karpathy's video series "Neural Networks from zero to hero"[0] touches upon a lot of this and intuitions as well. One of the best introductory series (even if you ignore the neural net part of it) and brushes on gradients, differentiation and what it means intuitively.

[0] https://youtu.be/VMj-3S1tku0?si=jq1cCSn5si17KK1o