Professional Certificate in Topic Modeling for Marketing
-- ViewingNowThe Professional Certificate in Topic Modeling for Marketing is a comprehensive course designed to equip learners with the essential skills to drive data-driven decision making in the marketing industry. This program focuses on the application of topic modeling, a powerful machine learning technique, to analyze large-scale textual data and extract actionable insights.
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โข Introduction to Topic Modeling & its Importance in Marketing
โข Probabilistic Topic Models: Latent Dirichlet Allocation (LDA) & its Applications
โข Non-Negative Matrix Factorization (NMF) & its Role in Marketing Analytics
โข Implementing Topic Modeling Algorithms using Python & R libraries
โข Evaluating Topic Modeling Performance & Model Selection Techniques
โข Topic Modeling for Social Media & Customer Feedback Analysis
โข Topic Modeling for Content Optimization & SEO Strategy
โข Advanced Topic Modeling Techniques: Dynamic, Hierarchical, & Supervised Models
โข Real-world Case Studies & Applications of Topic Modeling in Marketing
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