Forex (Foreign exchange) offers a wealth of data and opportunities to apply machine learning. In this tutorial, I will use R, H2O, and MinIO to build a very simple statistical arbitrage model using foreign exchange (Forex) data. I’m using TraderMade as the source for the forex data. You can read more about TraderMade’s forex feed in How to Import Forex Data in R. I began by signing up for a free account and getting an api_key. Free accounts have limitations but will work well for this tutorial.