Accordingly, one embodiment of the invention is a process for dehydrogenating a hydrocarbon feedstream comprising contacting the feedstream at dehydrogenation conditions with a dehydrogenation catalyst, to give a dehydrogenation product, the catalyst comprising a noble metal dispersed on a non-acidic molecular sieve having a three-dimensional microporous framework structure of tin, aluminum and si