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Classroom Contents
How Machine Learning is Changing Software
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- 1 Introduction
- 2 Context
- 3 Models as a commodity
- 4 AI Engineering
- 5 New Modelitis
- 6 Monitoring Quality
- 7 Challenges
- 8 Potentially Controversial Claims
- 9 Overton Example
- 10 The Tail
- 11 New Challenges
- 12 Examples
- 13 DeepNets
- 14 Conclusion
- 15 Last Minute Questions
- 16 Software 20 Bias
- 17 Fire Yourself
- 18 Measuring Quality
- 19 AI Index Report
