Global Certificate in The Power of Topic Modeling
-- ViewingNowThe Global Certificate in The Power of Topic Modeling is a comprehensive course that equips learners with essential skills in data analysis and text mining. This course emphasizes the importance of topic modeling, a crucial technique for making sense of large volumes of textual data, in various industries such as marketing, market research, and social media management.
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โข Introduction to Topic Modeling <t;br> โข Understanding Latent Dirichlet Allocation (LDA) <t;br> โข Non-Negative Matrix Factorization in Topic Modeling <t;br> โข Implementing Topic Modeling with popular libraries (Gensim, etc.) <t;br> โข Evaluating Topic Models: Coherence, Perplexity <t;br> โข Hierarchical Topic Modeling <t;br> โข Graph-based Topic Modeling <t;br> โข Topic Modeling for Social Media Data <t;br> โข Real-world Applications of Topic Modeling <t;br> โข Emerging Trends and Future Directions in Topic Modeling<t;br>
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