Federated Learning

Train models without centralising data. Learn cross-silo vs cross-device federated learning, FedAvg and modern variants, secure aggregation, FL combined with differential privacy, communication and systems trade-offs, and the operational stack (clients, orchestrator, model store, evaluation).