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- Standing on the Shoulders of Transformers Challenges & Lessons
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Classroom Contents
Riding the Tailwind of NLP Explosion
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- 1 - Data Science @ CBI I
- 2 - Agenda
- 3 - The Wind Rises NLP From Prehistoric to the Bronze Age & Beyond
- 4 - Prehistoric to the Bronze Age
- 5 - Bronze Age: Language Models
- 6 - Bronze Age: Three Pillars
- 7 - Beyond Bronze Age: Is It All About Scale?
- 8 - Beyond Bronze Age: New Frontiers
- 9 - Riding the Tailwind Modernizing NLP Slack @ CBI
- 10 - NLP Slack @ CBI
- 11 - Transformer Applications
- 12 - Practical NLP Stack Evolution
- 13 - Standing on the Shoulders of Transformers Challenges & Lessons
- 14 - Open Source Toolbox
- 15 - Practical R&D @ CBI
- 16 - Example NLP Pipeline Funding Extraction
- 17 - Going Beyond POC
- 18 - Pipeline Strategies
- 19 - The Second Frontier Bauhaus for Data Science
