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[] Ben's intro
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Classroom Contents
Innovative Gen AI Applications: Beyond Text - MLOps Mini Summit 5
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- 1 [] Ben's intro
- 2 [] Generative AI in Molecule Discovery
- 3 [] Molecule
- 4 [] Chemical Language Models
- 5 [] Smile representation
- 6 [] Graph representation
- 7 [] Chemical Language Models use cases and its challenges
- 8 [] Molecular Innovation
- 9 [] Large Language Models
- 10 [] RAG use case
- 11 [] Leveraging the RAG use case
- 12 [] Optimizing Gen AI in Call Center Applications
- 13 [] Call Center Analysis Goals
- 14 [] Challenges
- 15 [] Pipeline and Architecture
- 16 [] Application
- 17 [] Calls analysis
- 18 [] OpenAI for transcription
- 19 [] Speech diarization using Silver VAD
- 20 [] Distributed processing accelerates model and data handling
- 21 [] Text analyzed for quiz creation and polling
- 22 [] Large language models for general knowledge extraction
- 23 [] Experience in project management with various tools
- 24 [] Wrap up
