Responsible AI

Back: ML System Design

Ensuring ML systems are fair, transparent, robust, private, and safe. Increasingly important as ML systems affect more aspects of life and are subject to regulation.

Concepts

• Bias and Fairness
• Explainability
• Robustness
• Privacy in ML
• AI Safety
• Model Cards
• EU AI Act

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ml-system-design responsible-ai ethics