Statistics for Hackers: Simulation and Bootstrapping

It is recommended to programmers who want to learn statistics through simulation rather than memorized formulas.

Jake Vanderplas's PyCon 2016 talk shows how sampling-based methods such as simulation, shuffling and bootstrapping make statistics intuitive. His pitch is that if you can write a for-loop, you can do statistics.