Programming and Computer Science was not required in my undergraduate training (I have not started graduate training so I cannot say with regards to that). From what I've seen in numerical analysis classes, there seems to be some disconnect between understanding the problem and being able to proceduralize the algorithm. For some reason proceduralization is particularly hard.
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