Advanced Certificate in Topic Modeling for Data Scientists
-- ViewingNowThe Advanced Certificate in Topic Modeling for Data Scientists is a comprehensive course designed to equip learners with the essential skills needed to excel in data science. This certificate course focuses on topic modeling, a critical technique used to reveal the underlying themes in large datasets.
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โข <strong>Introduction to Topic Modeling</strong>
โข Probabilistic Graphical Models
โข Latent Dirichlet Allocation (LDA)
โข Implementing Topic Modeling with Python
โข Model Evaluation and Selection
โข Advanced Topic Modeling Techniques
โข Non-Negative Matrix Factorization (NMF)
โข Hierarchical Dirichlet Process (HDP)
โข Topic Modeling in Natural Language Processing (NLP)
โข Real-World Applications of Topic Modeling
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