Professional Certificate in Topic Modeling for Brand Building
-- ViewingNowThe Professional Certificate in Topic Modeling for Brand Building is a comprehensive course that empowers learners with essential skills to drive brand growth and success. This program focuses on topic modeling, a powerful analytical technique used to extract insights from large, unstructured text data sets.
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تفاصيل الدورة
• Introduction to Topic Modeling for Brand Building
• Understanding Text Data and Corpus Preparation
• Probabilistic Topic Modeling: Latent Dirichlet Allocation (LDA)
• Non-Negative Matrix Factorization (NMF) in Topic Modeling
• Evaluating Topic Models: Coherence, Perplexity, and Interpretability
• Visualizing Topic Models for Brand Insights
• Dynamic Topic Modeling: Tracking Topics Over Time
• Topic Modeling Applications in Competitive Analysis
• Ethics, Bias, and Responsible Use of Topic Modeling in Brand Building
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