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How to test ML Models? (3/n): numerical data drift
π Where do biases in #AI / #ML come from? (6/N): Emergent bias
π Where do biases in ML come from? (4/N) π Selection
How to test ML Models? (2/n): Categorical data drift
π Where do biases in ML come from? (3/N) π Measurement
Why Quality Assurance for AI?
π€ How did the idea of Giskard AI emerge? 1/N
π€ How did the idea of Giskard AI emerge? 4/N
π€ How did the idea of Giskard AI emerge? 2/N
π€ How did the idea of Giskard AI emerge? 7/N
π Where do biases in ML come from? (7/N): π Presentation
π Where do biases in ML come from? (2/N) β Exclusion
π€ How did the idea of Giskard AI emerge? 5/N
π€ How did the idea of Giskard AI emerge? 8/N
π§ͺ How to test ML models? (1/n)
π Where do biases in ML come from? (1/N)
π What does research tell us about the future of AI Quality?
π Where do biases in ML come from? (5/N) π Structural bias
π€ How did the idea of Giskard AI emerge? 3/N
π€ How did the idea of Giskard AI emerge? 6/N