AI Ethics & Policy

Understand bias, fairness, transparency, and AI regulation.

beginner 🛡️ AI Safety & Ethics

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After this skill you can…

Identify types of bias in ML systems
Apply fairness metrics (demographic parity, equalized odds)
Summarise EU AI Act and key regulations

Learn this skill (10 videos)

The Long March Towards AI Fairness

Microsoft Research · beginner

Unmasking bias in AI | Oxford Tea Talks

Saïd Business School, University of Oxford · intermediate

Unmasking bias in AI #teatalks #ethicalai #oxforduniversity

Saïd Business School, University of Oxford · intermediate

Unmasking bias in AI | Official Trailer | Oxford Tea Talks #oxforduniversity #teatalks

Saïd Business School, University of Oxford · intermediate

You Can’t Manually Review Every AI #shorts #AI

DataCamp · beginner

The Hidden Patterns Behind Every AI Agent #shorts #AI

DataCamp · beginner

The New Paradigm for Enterprise AI Governance #shorts

DataCamp · beginner

PAIR AI Explorables | Is the problem in the data? Examples on Fairness, Diversity, and Bias.

Yannic Kilcher · beginner

Intro to AI Safety, Remastered

Robert Miles AI Safety · beginner

Six recommendations to responsibly use AI in your #research #oxforduniversity

Oxford Saïd Business School · advanced