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Courses - Spring 2024
MSML
Machine Learning
Open Seats as of
02/20/2024 at 10:30 PM
MSML641
Natural Language Processing
Credits: 3
Grad Meth: Reg
Prerequisite: DATA603 or MSML603.
Cross-listed with: DATA641.
Credit only granted for: DATA641 or MSML641.
Introduces fundamental concepts and techniques involved in getting computers to deal more intelligently with human language. Focused primarily on text (as opposed to speech), the class will offer a grounding in core NLP methods for text processing (such as lexical analysis, sequential tagging, syntactic parsing, semantic representations, text classification, unsupervised discovery of latent structure), key ideas in the application of deep learning to language tasks, and consideration of the role of language technology in modern society.