Executive Development Programme in Advanced Topic Modeling Strategies
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โข Advanced Topic Modeling Techniques
โข Text Preprocessing and Data Cleaning
โข Latent Dirichlet Allocation (LDA) and its Variants
โข Non-negative Matrix Factorization (NMF) for Topic Modeling
โข Hierarchical Dirichlet Process (HDP) and Correlated Topic Models
โข Supervised Topic Modeling Strategies
โข Topic Model Evaluation Metrics
โข Deep Learning Approaches for Topic Modeling
โข Real-world Applications of Advanced Topic Modeling
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