Federated Learning represents a transformative shift in how Artificial Intelligence (AI) models are developed and deployed.

Transparency, collaboration, security, and digital sovereignty are the open source values that are also important to many European countries and institutions.

A proposal for a predictive analysis model for bike-sharing systems based on a mixed model of statistical and machine-learning approaches.The model assumes a Poisson distribution on bike station arrival and departures.