Courses taught by SU-APIS faculty at Sabancı University.
Supervised, unsupervised, and reinforcement learning applied to modern communication systems — traffic classification, channel estimation, resource management, and ML-based optimization in 5G/6G networks.
Instructor: Çağlar Tunç
Wireless link budgets, mmWave/THz CMOS transceivers for ultra-high data-rate links, phased arrays and THz radiators, and the active/passive devices that make millimeter-wave and THz circuits possible.
Instructor: Korkut Kaan Tokgöz
Security and robustness of deep neural networks — adversarial examples, backdoor attacks, federated learning, Byzantine robustness, and differential privacy, with hands-on work in PyTorch.
Instructor: Emre Özfatura