OCEAN (On IntelligenCE And Networks) project aims to develop a new learning methodology where learning is shared between different users, each retaining their autonomy and control over their data. The project is led respectively by Éric Moulines, École Polytechnique, Michael Jordan, UC Berkeley, Christian Robert, Université Paris Dauphine-PSL and Gareth Roberts of the University of Warwick.