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Classroom Contents
The Variational Book - Exploring Generative AI and Diffusion Models
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- 1 [] Yuri's preferred coffee
- 2 [] Takeaways
- 3 [] Register for the Data Engineering for AIML Conference now!
- 4 [] Yuri's background
- 5 [] The Variational Book
- 6 [] Not including LLMs in the book
- 7 [] Diffusion models
- 8 [] Evolution within diffusion models
- 9 [] Diffusion models for video
- 10 [] Evolution and optimization of algorithms
- 11 [] Markovian
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- 13 [] Understanding Markovian vs Non-Markovian models
- 14 [] Visualizing model evolution
- 15 [] Models through time
- 16 [] The Variational Book inspiration
- 17 [] Influencing LLM latent space
- 18 [] Understanding ML Architectures
- 19 [] Balancing AI complexity
- 20 [] Wrap up
