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Text & Social Media Analytics

Post Graduate Program in Business Analytics

Explore Text & Social Media Analytics as part of Post Graduate Program in Business Analytics. Read the syllabus and available chapters online.

Academic programmePost Graduate Program in Business Analytics

LevelPost Graduate

Reading sections16

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Text & Social Media AnalyticsSyllabus

Foundations Of Text And Social Media AnalyticsChapter 1

Business Problem Framing And Analytics StrategyChapter 2

Data Sources Collection And ManagementChapter 3

Linguistic Foundations And Text PreprocessingChapter 4

Text Representation And Semantic ModelsChapter 5

Exploratory Text Analytics And VisualizationChapter 6

Supervised Text ClassificationChapter 7

Unsupervised Discovery And Topic ModelingChapter 8

Sentiment Emotion And Opinion AnalyticsChapter 9

Information Extraction Search And Knowledge SystemsChapter 10

Social Network Diffusion And Community AnalyticsChapter 11

Social Listening Campaign And Customer AnalyticsChapter 12

Deep Learning Transformers And Generative AiChapter 13

Deployment Mlops And Decision IntegrationChapter 14

Ethics Governance And Future DirectionsChapter 15