Professional Certificate in Topic Modeling for a Competitive Edge
-- ViewingNowThe Professional Certificate in Topic Modeling for a Competitive Edge is a comprehensive course designed to equip learners with the essential skills required to excel in the field of data analysis and machine learning. This certificate course focuses on topic modeling, a critical technique used to extract valuable insights from unstructured data, providing a competitive edge in the industry.
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โข Introduction to Topic Modeling
โข Probabilistic Graphical Models
โข Latent Dirichlet Allocation (LDA)
โข Implementing LDA with Python & Gensim
โข Non-negative Matrix Factorization (NMF)
โข Evaluating Topic Models
โข Online Topic Modeling
โข Deep Learning for Topic Modeling
โข Case Studies: Applying Topic Modeling
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