Unit 2: Data Governance, Fairness & Bias Handling
Learn how the data behind AI systems shapes their behavior, how bias shows up in AI, and what steps you can take to ensure fairness and proper data governance in your workplace.
By the end of this lesson, you’ll be able to:
Understand the role of data in AI decision-making
Identify sources of bias in datasets and models
Apply fairness principles to AI usage
Describe basic principles of data governance (quality, privacy, accountability)
Know what actions to take if you suspect bias in an AI output
⏱️ Suggested completion time: 15 minutes
