Credits: 4 (3-0-2)
Prerequisites: COL106 OR Equivalent
Overlaps with: MTL785
Description
NLP concepts: Tokenization, lemmatization, part of speech tagging, noun phrase chunking, named entity recognition, co-reference resolution, parsing, information extraction, sentiment analysis, question answering, text classification, document clustering, document summarization, discourse, machine translation.
Machine learning concepts: Naïve Bayes, Hidden Markov Models, EM, Conditional Random Fields, MaxEnt Classifiers, Probabilistic Context Free Grammars.
Prerequisite Tree
flowchart TD
COL772-224[COL772]
COL106-224 --> COL100-224[COL100]
COL772-224 --> COL106-224[COL106]
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