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AI+ Ethics™
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Module 1: Overview of AI Ethics & Societal Impact
Module 1: Overview of AI Ethics & Societal Impact
1.1 Introduction to Ethical Considerations in AI
1.2 Understanding The Societal Impact of AI Technologies
1.3 Strategies for Conducting Social and Ethical Impact Assessments
Quiz
Module 2: Bias and Fairness in AI
Module 2: Bias and Fairness in AI
2.1 Exploration of Biases in Data and Algorithms
2.2 Strategies for Mitigating Bias and Ensuring Fairness in AI Systems
Quiz
Module 3: Transparency and Explainable AI
Module 3: Transparency and Explainable AI
3.1 Importance of Transparent AI Systems
3.2 Techniques for Explaining AI Models to Diverse Stakeholders
3.3 Guided Projects on Designing and Analysis of AI Systems with Ethical Considerations
Quiz
Module 4: Privacy and Security Issues in AI
Module 4: Privacy and Security Issues in AI
4.1 Introduction to Privacy and Security in AI
4.2 Strategies for Ensuring the Security of AI Systems and Data
Quiz
Module 5: Accountability and Responsibility
Module 5: Accountability and Responsibility
5.1 Concepts of Accountability in AI Development and Deployment
5.2 Responsibilities of AI Practitioners and Organizations
Quiz
Module 6: Legal and Regulatory Issues
Module 6: Legal and Regulatory Issues
6.1 Overview of Relevant Laws and Regulations Pertaining to AI
6.2 Understanding the Global Regulatory Issues for AI Technologies
6.3 GDPR's Impact on AI Development
6.4 Legal Compliance of AI Tools
Quiz
Module 7: Ethical Decision-Making Frameworks
Module 7: Ethical Decision-Making Frameworks
7.1 Introduction to Frameworks for Making Ethical Decisions in AI
7.2 Case Studies and Applications of Ethical Decision-Making
7.3 Use of Simulation Platforms in Ethical Decision-Making
Quiz
Module 8: AI Governance & Best Practices
Module 8: AI Governance & Best Practices
8.1 Principles and Functions of International AI Governance
8.2 Best Practices for Integrating AI Ethics into Organizational Policies
8.3 Case Studies on AI Governance
Quiz
Module 9: Global AI Ethics Standard
Module 9: Global AI Ethics Standard
9.1 Explore Standards like IEEE's Ethically Aligned Design
9.2 Comparative Case Studies on Standard Implementations
9.3 Tools for Evaluating AI Systems Against Global Standards
Quiz
Resources
AI+ Ethics Blueprint
AI+ Ethics Detailed Curriculum
AI+ Ethics Tools
AI+ Ethics - Reference Videos and Links
System Compatibility test
System Compatibility Test
AI CERTs Exam Guidelines
AI+ Ethics Examination
AI+ Ethics Examination
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AI+ Ethics™
