Professional Certificate in Topic Modeling for Social Media Analysis
-- ViewingNowThe Professional Certificate in Topic Modeling for Social Media Analysis is a crucial course for professionals seeking to make data-driven decisions in today's digital world. This certificate program focuses on teaching learners how to analyze and interpret social media data using topic modeling techniques, which are in high industry demand.
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Here are the essential units for a Professional Certificate in Topic Modeling for Social Media Analysis:
โข Introduction to Topic Modeling
โข Social Media Analysis: Concepts and Techniques
โข Data Preparation for Topic Modeling
โข Fundamentals of Topic Modeling: Latent Dirichlet Allocation (LDA)
โข Advanced Topic Modeling Techniques: Non-negative Matrix Factorization (NMF) and Correlation Explanation (CorEx)
โข Topic Model Evaluation and Visualization
โข Real-world Applications of Topic Modeling in Social Media Analysis
โข Ethical Considerations in Topic Modeling and Social Media Research
โข Best Practices for Topic Modeling in Industry and Academia
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