Fairness, Privacy and Responsible AI
Measuring and reducing bias, protecting privacy and documenting AI systems.
AI-460 Year 4 3 credits 5 lessons planned
Offered by HSM University · Artificial Intelligence
Course content
- 1Sources of biasComing
- 2Fairness definitions and trade-offsComing
- 3Differential privacyComing
- 4Federated learningComing
- 5Model cards, audits and documentationComing
Requirements
Recommended background. You can start any course at any time.
Description
Measuring and reducing bias, protecting privacy and documenting AI systems.
Part of the Science stream, typically taken in year 4.