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Information Retrieval Systems

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Academic programmePost Graduate Program in Data science

LevelPost Graduate

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Information Retrieval SystemsSyllabus

Foundations Of Information RetrievalChapter 1

Text Processing And Document RepresentationChapter 2

Indexing And Data StructuresChapter 3

Classical Retrieval ModelsChapter 4

Query Processing And Search EnhancementChapter 5

Retrieval Evaluation And ExperimentationChapter 6

Learning To Rank And Search Machine LearningChapter 7

Neural Semantic And Vector RetrievalChapter 8

Web Enterprise And Distributed SearchChapter 9

Specialized And Multimodal RetrievalChapter 10

User Centered Search And Behavioral AnalyticsChapter 11

Generative Ai Question Answering And RagChapter 12

Search Systems Engineering And OperationsChapter 13

Ethics Privacy Security And GovernanceChapter 14

Ir Strategy Digital Transformation And Future DirectionsChapter 15