Certificate in Topic Modeling for Analysts
-- ViewingNowThe Certificate in Topic Modeling for Analysts is a comprehensive course designed to equip learners with the essential skills needed to excel in data analysis. This course focuses on the importance of topic modeling, a critical technique for making sense of large text corpora, and is in high demand across various industries.
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โข Introduction to Topic Modeling
โข Probabilistic Graphical Models
โข Latent Dirichlet Allocation (LDA)
โข Implementing LDA in Python & R
โข Non-negative Matrix Factorization (NMF)
โข Evaluation Metrics for Topic Models
โข Advanced Topic Modeling Techniques
โข Topic Modeling in Natural Language Processing (NLP)
โข Real-world Applications of Topic Modeling
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