Professional Certificate in Topic Modeling for Enhanced Performance
-- ViewingNowThe Professional Certificate in Topic Modeling for Enhanced Performance is a comprehensive course designed to equip learners with essential skills in topic modeling. This powerful technique is critical for extracting valuable insights from large textual data sets, making it increasingly important in today's data-driven world.
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โข Introduction to Topic Modeling
โข Probabilistic Graphical Models
โข Latent Dirichlet Allocation (LDA)
โข Implementing LDA with Gensim
โข Non-negative Matrix Factorization (NMF)
โข Comparing LDA and NMF
โข Topic Coherence Measures
โข Advanced Topic Modeling Techniques
โข Evaluation Metrics for Topic Modeling
โข Real-world Applications of Topic Modeling
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