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Introduction
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Classroom Contents
Latent Dirichlet Allocation - Part 1
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- 1 Introduction
- 2 The problem
- 3 Machine that generates documents
- 4 Blueprint for the LDA machine
- 5 Probability of a document
- 6 Quiz: Which one for topics?
- 7 A distribution of distributions
- 8 More topics? More dimensions
- 9 In More dimensions
- 10 Quiz: Where to put the topics?
- 11 Two Dirichlet distributions
- 12 Latent Dirichlet Allocation
- 13 Best settings on the machine
- 14 The winning arrangements
- 15 Series of two videos
- 16 Acknowledgements
- 17 Thank you!
