## May 20, 2020

# Latent Dirichlet allocation from scratch

Today, I’m going to talk about topic models in NLP. Specifically we will see how the Latent Dirichlet Allocation model works and we will implement it from scratch in numpy.
What is a topic model? Assume we are given a large collections of documents.
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