The Little Book of LDA

I Started Writing a Book!

Over the last couple of years I have been doing a fair amount of NLP work in my day to day. One of the methods I often use for dimensionality reduction and summarization of text is Latent Dirichlet Allocation (LDA).

In an effort to gain a deeper understanding of all the moving parts of LDA, I started writing a short gitbook focused on LDA and Gibbs Sampling. You can check it out at Feel free to contact me via with comments or suggestions.