Masterclass Certificate in Topic Modeling for Digital Transformation
-- ViewingNowThe Masterclass Certificate in Topic Modeling for Digital Transformation is a comprehensive course designed to equip learners with essential skills for career advancement in today's data-driven world. This course focuses on the importance of topic modeling, a critical component of natural language processing, in digital transformation.
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โข Introduction to Topic Modeling & Digital Transformation
โข Text Preprocessing for Topic Modeling
โข Latent Dirichlet Allocation (LDA): Fundamentals & Applications
โข Non-Negative Matrix Factorization (NMF) & Hierarchical Dirichlet Process (HDP)
โข Advanced Topic Modeling Techniques: Correlation Explanation (CorEx) & Dynamic Topic Models
โข Topic Modeling Evaluation Metrics & Model Selection
โข Topic Modeling Tools & Libraries: Gensim, MALLET, & Stanford Topic Modeling Toolbox
โข Real-World Applications of Topic Modeling in Digital Transformation
โข Ethical Considerations & Bias Mitigation in Topic Modeling
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