Certificate in Topic Modeling and NLP
-- ViewingNowThe Certificate in Topic Modeling and NLP is a comprehensive course that equips learners with essential skills in Natural Language Processing (NLP) and topic modeling. This course is crucial in today's data-driven world, where businesses rely heavily on understanding and interpreting large volumes of text data.
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โข Introduction to Natural Language Processing (NLP)
โข Text Preprocessing for Topic Modeling and NLP
โข Bag of Words and Term Frequency
โข TF-IDF and Cosine Similarity
โข Introduction to Topic Modeling
โข Latent Dirichlet Allocation (LDA) and its Applications
โข Non-negative Matrix Factorization (NMF)
โข Comparison of Topic Modeling Techniques
โข Topic Modeling Evaluation Metrics
โข Real-world Applications of Topic Modeling and NLP
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