From Theory to Practice: Deep Learning for Natural Language Processing
A 15 hour crash course on deep learning for NLP with practical exercises in Keras. The lecture series is conducted at the department of Computer Science and Applied Cognitive Science of the University of Duisburg-Essen. Here is the course material including slides, python notebooks, etc.