The course will give students an overview of selected topics in advanced machine learning that are currently subjects of active research. The course concludes with a final project.

This course focuses on the engineering principles and practices required to develop and optimize large-scale AI systems. Studentswill gain hands-on experience with high-performance computing (HPC) infrastructures, emphasizing the deployment and scaling of AI models on advanced GPU clusters.