Federated Learning Techniques and Its Application in the Healthcare Industry - Hardcoverby H. L. Gururaj (Editor), Tanuja Kayarga (Editor), Francesco Flammini (Editor) Federated Learning is currently an emerging technology in the field of machine learning. Federated Learning is a structure which trains a centralized model for a given assignment, where the data is de centralized across different edge devices or servers. This enables preservation of the confidentiality of data on various edge devices, as only the updated outcomes of the