Nõmme was founded by Nikolai von Glehn, the owner of Jälgimäe Manor, in 1878 as a summerhouse district.
There are a lot of historical sights on Nõmme, like Glehn's Castle, Kalevipoeg sculpture (also known as "Glehn's Devil"), cinema building "Victoria Palace", and Nõmme Market.