Global Certificate in Topic Modeling for E-commerce
-- ViewingNowThe Global Certificate in Topic Modeling for E-commerce is a comprehensive course designed to equip learners with essential skills in analyzing large-scale data for business insights. This course is critical for professionals working in e-commerce, data science, and digital marketing, as it provides the knowledge and techniques to uncover hidden patterns, trends, and customer preferences from unstructured data.
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โข Introduction to Topic Modeling & its Importance in E-commerce
โข Probabilistic Topic Models: Latent Dirichlet Allocation (LDA) & its Applications
โข Non-Negative Matrix Factorization (NMF) & its Role in Text Analysis for E-commerce
โข Implementing Topic Modeling Algorithms using Python & Gensim Library
โข Evaluating & Interpreting Topic Models: Coherence Score, Perplexity & Visualization
โข Topic Modeling for Customer Segmentation & Product Recommendation Systems
โข Enhancing Search & Discovery: Topic Modeling for E-commerce Search Engines
โข Real-world Applications & Case Studies of Topic Modeling in E-commerce
โข Ethical Considerations & Challenges in Topic Modeling & Text Analytics
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