Tutorial on Using Keras for digits recognition from MNIST dataset To run the notebook locally, please create data/ folder in the notebook's folder and download data from Kaggle to the data/ folder: https://www.kaggle.com/c/digit-recognizer/data See the post in my blog with some details on the tutorial.