Project 5: Ethical AI and Bias Mitigation

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