OpenCPU is (simply put) a server implementing a RESTful web API for remotely executing R functions and retrieving results. In this tutorial I am going to showcase how OpenCPU can be installed on an EC2 instance running Ubuntu 14.04. Python and its requests package come into play for the purpose of conveniently handling HTTP communication. First and foremost thanks to the effort Jeroen Ooms put into developing OpenCPU and composing its documentation the whole process is comparatively easy and painfree.