Certificate in Introduction to Topic Modeling
-- ViewingNowThe Certificate in Introduction to Topic Modeling is a comprehensive course that provides learners with essential skills in analyzing and interpreting large-scale text data. This course covers the fundamental concepts of topic modeling, including Latent Dirichlet Allocation (LDA) and Non-negative Matrix Factorization (NMF).
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โข Introduction to Topic Modeling
โข Understanding Text Data
โข Introduction to Natural Language Processing (NLP)
โข What is a Topic Model?
โข Probabilistic Topic Models
โข Latent Dirichlet Allocation (LDA)
โข Implementing LDA using Python and Gensim
โข Evaluating Topic Models
โข Advanced Topic Modeling Techniques
โข Real-World Applications of Topic Modeling
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