- 01. Intro
- 02. References
- 03. Bag of Words
- 04. Latent Variables
- 05. Matrix Multiplication
- 06. Matrices
- 07. Quiz: Picking Topics
- 08. Solution: Picking Topics
- 09. Beta Distributions
- 10. Dirichlet Distributions
- 11. Latent Dirichlet Allocation
- 12. Sample a Topic
- 13. Sample a Word
- 14. Combining the Models
- 15. Outro
- 16. Notebook: Topic Modeling
- 17. [SOLUTION] Topic Modeling
- 18. Next Steps