In the Advanced AWS Development course, participants tackle a practical scenario involving the transformation of a traditional on-premises monolithic application into a serverless microservices architecture. Over three days, the course delves into advanced development themes, including designing for a cloud-native setting, breaking down legacy on-premises applications, reconfiguring them into cloud-centric, cloud-native structures, and implementing the principles of the Twelve-Factor Application methodology.