The module presents partic­i­pants with modern software architecture concepts for AI systems to design powerful, scalable, and integrable AI solutions. At the end of the module, partic­i­pants will be familiar with the essential principles of software architecture for AI systems. They will be able to apply them in designing and imple­menting machine learning and gener­ative AI systems. With the help of the modeling techniques and architecture tools taught, they can seamlessly integrate AI compo­nents into existing software systems. The training covers machine learning systems and gener­ative AI and teaches how these can be combined with classic software systems. Partic­i­pants learn what the architecture for such hybrid systems must look like to ensure scala­bility, maintain­ability, and expandability.