Companies need predictive analytics models to anticipate future situations, adapt their suply to new market needs and optimize their strategies for the future. There are two types of predictive analytics: classification models and regression models.

Predictive analytics and machine learning have great potential in helping companies optimise their operations, strategies and resources. When it comes to hotel chains, these technologies can help us predict occupancy, improve the customer experience and increase potential customer acquisition, among many other things.[...]