Yes in neural networks. Backpropagation is probably worth more than the equation in the video. But it's an algorithm, which aren't usually expressed as equations.
Backpropagation is just the chain rule from basic calc. Done on a massive scale in something like an LLM. You can absolutely express it as equations.