It can be used in a personal sense, for example: "Harvard was my 'Golden Age'!"
This means that the person speaking says that their time at Harvard University was the happiest in their life.
It could refer to a time in a country when it is undergoing developments and great achievements in science and the arts, the people are happy and lived in harmony and there is a stable economy.