This repository contains a Jupyter notebook that builds a standard CNN for the MNIST dataset using keras. The code is more or less directly copied from the keras examples repository. This notebook is being used in the blog post A Lazy Girl's Guide to Setting Up Jupyter on EC2 for Deep Learning.