Advanced Statistical Methods in Natural Language Processing

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Course Details

This course can only be taken as part of the Certificate in Natural Language Technology.

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About this Course


This course covers several important machine learning algorithms for natural language processing, including decision trees, k-Nearest Neighbors, Naive Bayes, transformation-based learning, Support Vector Machines, Maximum Entropy and Conditional Random Fields. Students will implement many of the algorithms and apply these algorithms to NLP tasks.

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