How do I know when to use loops and when to use vectorization?

In this question, the solution is achieved by using a loop. I thought this could have been achieved only through vectors.
What is the rule of thumb regarding when to use loops and when to use vectors only?

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There is no rule of thumb.....vector is suggested always...in MATLAB.

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