Focuses on the engineering principles and practices required to develop and optimise large-scale AI systems. Primarily designed for MSc students, the course also attracts PhD students and postdocs seeking practical experience. Students gain hands-on experience training large language models on the Alps supercomputer using 32 GH200 GPUs across 8 nodes, preparing them for real-world AI engineering challenges.