Every year, the German Academic Exchange Service (DAAD) offers numerous study scholarships on its own or in cooperation with national institutions in different countries. The application process usually takes place a long time in advance, so it is highly recommended that you enquire about deadlines and requirements early on.
The DAAD website provides comprehensive information about their scholarships and how to apply.