Certificate in Understanding Topic Modeling
-- ViewingNowThe Certificate in Understanding Topic Modeling is a comprehensive course designed to equip learners with the essential skills needed to excel in the field of data analysis. This course focuses on teaching the concept of topic modeling, a critical technique in natural language processing and machine learning.
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โข Introduction to Topic Modeling
โข Probabilistic Topic Models
โข Latent Dirichlet Allocation (LDA)
โข Implementing Topic Modeling with Python
โข Evaluating Topic Models
โข Non-Negative Matrix Factorization (NMF)
โข Comparison of Topic Modeling Techniques
โข Topic Modeling Applications
โข Real-World Topic Modeling Case Studies
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