Probabilistic Programming and Bayesian Methods for Hackers Using Python and PyMC

Probabilistic Programming and Bayesian Methods for Hackers Using Python and PyMC is an introduction to Bayesian methods and probabilistic programming with a computation/understanding-first, mathematics-second point of view.

See: http://bit.ly/1ta2E3y