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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⢠Introduction to Topic Modeling
⢠Probabilistic Graphical Models
⢠Latent Dirichlet Allocation (LDA)
⢠Implementing LDA with Gensim
⢠Non-negative Matrix Factorization (NMF)
⢠Comparing LDA and NMF
⢠Topic Coherence Measures
⢠Advanced Topic Modeling Techniques
⢠Evaluation Metrics for Topic Modeling
⢠Real-world Applications of Topic Modeling
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