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Classroom Contents
Adapting to Change - How Machine Intelligences Adapt to a Changing World
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- 1 Intro
- 2 Change can be stressful
- 3 Do I need to adapt?
- 4 Mental adaptation
- 5 Neocortex
- 6 Cortical columns
- 7 Reference frames
- 8 Machine intelligence
- 9 Artificial neural networks
- 10 Supervised learning
- 11 Prediction aka inference
- 12 Expectations
- 13 Machine expectations
- 14 Labeling data
- 15 Consequences
- 16 MLOps
- 17 Production ML
- 18 Tales from the trenches
- 19 Production ML research
- 20 Process
- 21 What is MLOps?
- 22 CI, deployment & training
- 23 Training & deploying models
- 24 TFX production components
- 25 MLOps Level 0
- 26 Outro
