Priority is given to Department of Statistics students ... covered in probabilistic machine learning. Several techniques that are probabilistic in nature are introduced and standard topics are ...

5 Construct, in a Bayesian framework, hierarchical versions of common statistical models including Generalised Linear Models. 6 Use suitable software tools to set up and analyse Bayesian statistical ...

Bayesian statistics, by contrast ... among “people who come from the new schools of data science—machine learning, Silicon ...

Priority is given to Department of Statistics students ... covered in probabilistic machine learning. Several techniques that are probabilistic in nature are introduced and standard topics are ...