Actually, one of the best ways to learn applied bayesian stats, used by most machine learning researchers I've asked about this, is to read Gelman's books on ba

Actually, one of the best ways to learn applied bayesian stats, used by most machine learning researchers I've asked about this, is to read Gelman's books on bayesian data analysis and hierarchical/multilevel modeling.