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This video teaches how to train a Latent Dirichlet Allocation model with Gibbs sampling. It uses iterative topic assignments to organize documents into topics based on word occurrences and co-occurrences.
Syllabus
Introduction
Problem Recap
Exercise
Properties
Goal
Gibbs Sampling
Gibbs Sampling Rationale
High Probability
Recap
Conclusion
Taught by
Serrano.Academy