IACS ComputeFest Workshop: Deep Learning Part I

Classical machine learning techniques often involve extracting some form of manually designed features from data and then training a model for classification. In this workshop we will introduce the basics of deep learning and models like deep networks, autoencoders, and convolutional networks, and how to train them.