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Classroom Contents
The New DBification of ML-AI
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- 1 Introduction
- 2 Golden Age of MLAI
- 3 democratize MLAI
- 4 my work
- 5 Outline
- 6 ML Concerns
- 7 Platforming ML
- 8 Challenges
- 9 My Research
- 10 Running Deep Learning
- 11 Project Cerebro
- 12 Model Selection
- 13 Data Size
- 14 Model Hopper
- 15 Cerebro adoption
- 16 Data preparation
- 17 Schema Inference
- 18 Type Inference
- 19 The Dubification of ML
- 20 Challenges in ML
- 21 How to do ML research
- 22 Courses
- 23 Conferences
- 24 Collaboration
- 25 Conclusion
- 26 Wrap up
