Why Bayesian Techniques ?

Why Bayesian techniques?

Built upon a strong and rigorous theory, Bayesian techniques allow modelling complex real-world problems in a unified framework.

Bayesian inference and learning provide a powerful mathematical tool for:

 Merging inaccurate/incomplete data with expert priors in a unified way,

 Online learning to fit data evolution.