Course Outline

Introduction to Responsible AI and Ethics for Government

  • Defining responsible AI and AI ethics in the context of public sector operations
  • The importance of ethical considerations in AI applications within government agencies
  • Key principles: fairness, accountability, and transparency for government use

Bias in AI and Mitigation Strategies for Government

  • Understanding bias in AI models and data used by government entities
  • Types of biases and their impacts on AI outcomes in public sector applications
  • Bias mitigation techniques: pre-processing, in-processing, and post-processing for government systems

Ethical Auditing and Accountability in AI for Government

  • Introduction to AI auditing frameworks and tools suitable for government use
  • Conducting audits to assess fairness and transparency in government AI systems
  • Implementing accountability measures in AI systems for government operations

Exploring Ethical Frameworks and Compliance for Government

  • Overview of ethical frameworks like the EU AI Act and IEEE standards applicable to government
  • Legal and regulatory compliance in AI systems for government agencies
  • Case studies on responsible AI regulations and industry standards relevant to government

Building Transparency and Explainability in AI for Government

  • Introduction to explainable AI techniques suitable for government use
  • Building interpretable models for greater transparency in government AI systems
  • Using tools for model explainability and decision traceability in government applications

Governance and Risk Management in AI for Government

  • Developing governance frameworks for responsible AI in government agencies
  • Risk management and ethical considerations in AI deployment within the public sector
  • Strategies for stakeholder engagement and oversight in government AI initiatives

Future Directions in Ethical AI for Government

  • Emerging trends and challenges in AI ethics relevant to government operations
  • Adapting governance frameworks for future AI technologies in the public sector
  • Promoting an ethical AI culture within government organizations

Summary and Next Steps for Government

Requirements

  • Fundamental knowledge of artificial intelligence (AI) and machine learning principles
  • Understanding of data privacy and compliance standards for government

Audience

  • Data scientists and AI professionals focused on ethical AI development for government
  • Compliance officers and legal experts responsible for AI regulation in the public sector
  • Business leaders and decision-makers engaged in AI strategy and governance for government
 14 Hours

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