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Classroom Contents
Responsible AI in Industry - Lessons Learned in Practice
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- 1 Introduction
- 2 Explainability
- 3 Challenges
- 4 Overview
- 5 Machine Learning Ops
- 6 Microsoft Tooling
- 7 Interpret ML
- 8 Fairness Toolkit Overview
- 9 Case Studies
- 10 Example
- 11 Adoption
- 12 Toolkits
- 13 H2O Toolkit
- 14 AI Open Scale
- 15 AI Friends 360
- 16 Whatif Tool
- 17 Performance Fairness
- 18 FactChecks
- 19 Amazon SageMaker
- 20 Questions
- 21 Lessons Learned
