Professional Certificate in Topic Modeling for a Data-Rich World
-- ViewingNowThe Professional Certificate in Topic Modeling for a Data-Rich World is a comprehensive course designed to equip learners with essential skills in topic modeling, a powerful technique for data analysis. This program is crucial in today's data-driven world, where businesses and organizations strive to extract meaningful insights from vast amounts of data.
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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 Evaluation Metrics for Topic Models
โข Topic Modeling in Social Media Analysis
โข Topic Modeling for Customer Segmentation
โข Advanced Topic Modeling: Correlated Topics & Dynamic Topics
โข Real-world Topic Modeling Applications
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