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

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.

This document details the strategy, the research needs, the critical importance of innovation in Artificial Intelligence and recommendations for future investments in Europe.