If you can get through it on independent study, Bayesian Reasoning and Machine Learning by David Barber is incredible, dense, but very accessible. It's also fre

If you can get through it on independent study, Bayesian Reasoning and Machine Learning by David Barber is incredible, dense, but very accessible. It's also free online! It does require matlab though.