Masterclass Certificate in Topic Modeling Frontiers
-- ViewingNowThe Masterclass Certificate in Topic Modeling Frontiers is a comprehensive course that provides learners with essential skills in topic modeling, a widely-used technique in data analysis and text mining. This certification course focuses on the latest methodologies and tools, making it highly relevant in today's data-driven industry.
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โข Introduction to Topic Modeling
โข Probabilistic Graphical Models and Latent Dirichlet Allocation (LDA)
โข Non-negative Matrix Factorization (NMF) and its Applications
โข Advanced Topic Modeling Techniques: Correlation Explanation (CorEx) and Hierarchical Dirichlet Process (HDP)
โข Topic Modeling Evaluation Metrics
โข Topic Modeling for Social Media Data Analysis
โข Topic Modeling in Natural Language Processing (NLP) and Text Analytics
โข Deep Learning Approaches for Topic Modeling: Neural Topic Models and Word Embeddings
โข Ethics and Bias in Topic Modeling
โข Case Studies and Real-World Applications of Topic Modeling
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