Project 5: Ethical AI and Bias Mitigation#
This focuses on teaching the skills required to evaulate a model for bias and implementing techiques to mitigate it.
Skills to gain:
Bias detection and mitigation
fairness-aware learning
applying fairness metrics (demographic parity, equal opportunity)
ethical AI considerations.
Dataset: To be released
Notebook: To be released