The term "college" to mean secondary school seems to be entirely unique to the UK...
It's not secondary school, that stops at sixteen. It means sixth form college, of which there are quite a lot in the country. Although quite a lot of secondary schools do have their own sixth forms too, which is where it starts to get confusing.