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Natural Language Processing

Post Graduate Program in AI and ML

Explore Natural Language Processing as part of Post Graduate Program in AI and ML. Read the syllabus and available chapters online.

Academic programmePost Graduate Program in AI and ML

LevelPost Graduate

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Natural Language ProcessingSyllabus

Foundations Of Natural Language ProcessingChapter 1

Language Data Corpora And Text PreparationChapter 2

Statistical Language Models And Text RepresentationChapter 3

Morphology And Sequence LabelingChapter 4

Syntax And ParsingChapter 5

Lexical Semantics Compositional Meaning And DiscourseChapter 6

Text Classification Sentiment And Topic AnalyticsChapter 7

Information Extraction And Information RetrievalChapter 8

Neural Nlp And Representation LearningChapter 9

Transformers Pretrained Models And Large Language ModelsChapter 10

Natural Language Generation And TranslationChapter 11

Conversational Ai Question Answering And RagChapter 12

Evaluation Experimentation And Nlp OperationsChapter 13

Enterprise Nlp Strategy And Digital TransformationChapter 14

Responsible Nlp Governance And Future DirectionsChapter 15