Science fiction is fantasy about issues of science. Science fiction is a subset of fantasy. Fantasy predated it by several millennia. The '30s to the '50s were the golden age of science fiction - this was because, to a large degree, it was at this point that technology and science had exposed its potential without revealing the limitations.
30s 50s age
