This course comes into an introductory as well as an advanced version. It is a reading course.
Course content for the introductory version: An introduction to the basic concepts of deep machine learning as applied to problems in natural language processing.
Course content for the advanced version: Advanced applications of deep machine learning as applied to problems in natural language processing and artificial intelligence.
The course webpage can be accessed
The course syllabus can be found here.