According to the Parliamentary directory, Nabbanja studied from St Edward SS Bukuumi for both Ordinary and Advanced level and attained a Diploma in Democracy and Development Studies from Uganda Martyrs University, Nkozi in 1998. She attained a Bachelor's Degree in the same field in 2010 before returning to Nkozi later for a Masters' Degree in Democracy and Development Studies.