Overview
Syllabus
- Data Science @ CBI I
- Agenda
- The Wind Rises NLP From Prehistoric to the Bronze Age & Beyond
- Prehistoric to the Bronze Age
- Bronze Age: Language Models
- Bronze Age: Three Pillars
- Beyond Bronze Age: Is It All About Scale?
- Beyond Bronze Age: New Frontiers
- Riding the Tailwind Modernizing NLP Slack @ CBI
- NLP Slack @ CBI
- Transformer Applications
- Practical NLP Stack Evolution
- Standing on the Shoulders of Transformers Challenges & Lessons
- Open Source Toolbox
- Practical R&D @ CBI
- Example NLP Pipeline Funding Extraction
- Going Beyond POC
- Pipeline Strategies
- The Second Frontier Bauhaus for Data Science
Taught by
Open Data Science