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AI Ethics

Responsible AI and ethical considerations.

What You'll Learn​

  • AI bias and fairness
  • Transparency and explainability
  • Privacy concerns
  • Environmental impact
  • Regulations and compliance
  • Building ethical AI systems

Prerequisites​

  • General AI understanding

Course Duration​

Approximately 1 hour

Key Topics​

Bias and Fairness​

  • Types of bias
  • Detecting bias
  • Mitigating bias
  • Fair ML

Transparency​

  • Explainable AI (XAI)
  • Model interpretability
  • LIME and SHAP

Privacy​

  • Data protection
  • GDPR compliance
  • Federated learning
  • Differential privacy

Regulations​

  • EU AI Act
  • US AI guidelines
  • Industry standards

Next Steps​

You're now ready to build responsible AI systems!