I'm probably using some terms wrong in asking this so let me know in the comments.
If I have any closed-form function, f(x), will the derivative also always be able to be written in closed form? Or do we know of functions whose derivative we can't deduce, only brute-force/analytically calculate the values of a specific point one point at a time.
Non-technical way of asking this, if I give you a pencil and paper and write down a function, will you always be able to then write down the derivative of that function using only the paper and pencil? Or can some derivative forms just not be solved (generalized?) but only approximated with computers