Professional Certificate in Topic Modeling for Optimized Strategies
-- ViewingNowThe Professional Certificate in Topic Modeling for Optimized Strategies is a comprehensive course designed to equip learners with essential skills in topic modeling. This certification focuses on teaching advanced techniques for data analysis, text mining, and natural language processing, which are crucial in today's data-driven business world.
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Here are the essential units for a Professional Certificate in Topic Modeling for Optimized Strategies:
โข Introduction to Topic Modeling
โข Probabilistic Graphical Models
โข Latent Dirichlet Allocation (LDA)
โข Non-negative Matrix Factorization (NMF)
โข Implementing Topic Modeling Algorithms using Python
โข Evaluation Metrics for Topic Models
โข Topic Modeling for Social Media Analysis
โข Topic Modeling for Text Summarization
โข Topic Modeling for Customer Segmentation
โข Real-world Applications and Case Studies of Topic Modeling
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