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Introduction
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Classroom Contents
Responsible AI Dashboard - A Tool for Operationalizing Responsible AI
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- 1 Introduction
- 2 Microsoft Responsible AI Principles
- 3 Challenges
- 4 Tools
- 5 Tools fragmentation
- 6 Debugging Machine Learning Models
- 7 House Pricing Prediction
- 8 Error Analysis
- 9 Model Statistics
- 10 Counterfactual Demo
- 11 Historical Data
- 12 Econ ML
- 13 causal inference demo
- 14 Summary
- 15 Collaboration
- 16 Counterfactual
