Stanford Online – CS224N – Natural Language Processing.
Students develop an in-depth understanding of both the algorithms available for the processing of linguistic information and the underlying computational properties of natural languages. The focus is on modern quantitative techniques in NLP: using large corpora, statistical models for acquisition, disambiguation, and parsing. Word-level, syntactic, and semantic processing from both a linguistic and an algorithmic perspective are considered…