Good introductory reference for Bayesian Non-parametric (Dirichlet Process / Chinese Restaurant Process)
I would recommend Tamara Broderick's 3-part tutorial series from MLSS. She explains both modeling + inference using these methods from the ground up and focuses on the intuition. 

Links to part 1, part 2, and part 3.