Latent Dirichlet Allocation - Part 1

Latent Dirichlet Allocation - Part 1

Serrano.Academy via YouTube Direct link

Introduction

1 of 17

1 of 17

Introduction

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Classroom Contents

Latent Dirichlet Allocation - Part 1

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

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