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Model Understanding
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Classroom Contents
Responsible AI for Business Leaders
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- 1 Introduction
- 2 The promise of AI
- 3 Problems with AI
- 4 Lack of control
- 5 How to become more responsible
- 6 Googles Principles
- 7 Respect the User
- 8 Establish Effective Governance
- 9 People are Essential
- 10 Model Understanding
- 11 Model Interpretation
- 12 Data Cards
- 13 Multiple Metrics
- 14 Secondary Models
- 15 Complex Blended Functions
- 16 Responsibilities
- 17 Conclusion
- 18 Recap
- 19 Resources
