Artificial Intelligence #ai#engineering
Beyond Models: Reflections on Engineering AI-enabled Systems in a Project-Based Course
A project-based master's course on AI systems engineering at the University of Bremen highlights key challenges such as architectural decisions, heterogeneous ML integration, evolving requirements, and data management. A mixed-methods study of student submissions and questionnaires shows that uneven expertise in ML and software engineering exacerbates these difficulties. The course successfully fostered system-level reasoning and data-centric ML awareness.
Jun 16, 2026 1 source