I'd love one such list about AI in general and other sub-fields like NLP/Computational Linguistics as well. I've recently started the Berkeley AI course on EdX along with Russell & Norvig's standard textbook. :)
This is a really good list of resources on Machine learning and has a section dedicated to NLP/Text mining.