Hi, i'm looking to get into nonparametric bayesian techniques but I'm having problem understanding what's going on in the definition of the Dirichlet process or how it works. So what does P ~ DP(α*P_{0}) mean?

What does a distribution P looks like? Is the samples being used, X_{i} ~ P?