In the first part one of this tutorial we created a rough template of the Doctor AI: Predicting Clinical Events via Recurrent Neural Networks paper(2016) by Edwared Choi et.al. In this tutorial we took it a step further using the Fast.ai buttoms up approach. This code is fully functional and details on how the data was processed can be accesed in part one.