The Build & Govern AI: Fix Bias and Unequal Errors video course takes you inside the full journey of building an AI system from scratch, showing you exactly where things go wrong and how to fix them. You'll gain practical skills like auditing models, uncovering hidden biases, and making smarter trade-offs,skills that lead to better decision-making, a future-proof career, and a real competitive advantage. If you want to build AI systems that work fairly and stand up to scrutiny, this course is worth your time.

This certification covers the following topics:

  • Defining Fairness in AI: Core Concepts
  • Understanding Unequal Error Rates
  • The Four Root Causes of Unequal Errors
  • Building an AI System from Scratch
  • Predicting Employee Attrition with Machine Learning
  • Uncovering Hidden Biases in Data
  • Auditing Models for Fairness
  • Making Hard Trade-offs in AI Governance
  • Documenting Governance Decisions
  • Your Action Plan for Equitable AI