Module #1 Introduction to Ethical AI Overview of the importance of ethics in AI development and implementation, and the benefits of using case studies to explore ethical AI concepts.
Module #2 What is Ethical AI? Defining ethical AI, its principles, and its relevance in real-world applications.
Module #3 The Importance of Transparency in AI Systems Exploring the need for transparency in AI decision-making and its impact on accountability.
Module #4 Case Study 1:Algorithmic Bias in Facial Recognition Analyzing a real-world example of algorithmic bias in facial recognition and its ethical implications.
Module #5 Fairness and Non-Discrimination in AI Discussing the importance of fairness and non-discrimination in AI development and implementation.
Module #6 Case Study 2:AI-Driven Hiring and Unconscious Bias Examining a case study on AI-driven hiring and its potential for unconscious bias.
Module #7 Privacy and Data Protection in AI Systems Exploring the importance of privacy and data protection in AI development and implementation.
Module #8 Case Study 3:AI-Powered Surveillance and Privacy Concerns Analyzing a real-world example of AI-powered surveillance and its privacy implications.
Module #9 Explainability and Interpretability in AI Models Discussing the importance of explainability and interpretability in AI models and their ethical implications.
Module #10 Case Study 4:AI-Driven Healthcare Diagnosis and Explainability Examining a case study on AI-driven healthcare diagnosis and the importance of explainability.
Module #11 Human-AI Collaboration and Trust Exploring the importance of human-AI collaboration and trust in AI development and implementation.
Module #12 Case Study 5:AI-Driven Autonomous Vehicles and Trust Analyzing a real-world example of AI-driven autonomous vehicles and the importance of trust.
Module #13 Value Alignment and Value-Driven AI Discussing the importance of value alignment and value-driven AI development and implementation.
Module #14 Case Study 6:AI-Driven Sentiment Analysis and Value Alignment Examining a case study on AI-driven sentiment analysis and its relevance to value alignment.
Module #15 Ethical AI Development and Implementation Challenges Exploring common challenges and obstacles in developing and implementing ethical AI systems.
Module #16 Case Study 7:AI-Driven Customer Service and Emotional Intelligence Analyzing a real-world example of AI-driven customer service and its implications for emotional intelligence.
Module #17 Ethical AI Governance and Regulatory Frameworks Discussing the importance of ethical AI governance and regulatory frameworks in AI development and implementation.
Module #18 Case Study 8:AI-Driven Financial Trading and Regulatory Compliance Examining a case study on AI-driven financial trading and its relevance to regulatory compliance.
Module #19 AI for Social Good:Opportunities and Challenges Exploring the potential of AI for social good and the challenges and ethical considerations that come with it.
Module #20 Case Study 9:AI-Driven Environmental Sustainability and Social Good Analyzing a real-world example of AI-driven environmental sustainability and its impact on social good.
Module #21 Ethical AI and Human Rights Discussing the intersection of ethical AI and human rights, including issues of autonomy, dignity, and non-discrimination.
Module #22 Case Study 10:AI-Driven Human Rights Monitoring and Reporting Examining a case study on AI-driven human rights monitoring and reporting and its ethical implications.
Module #23 Future of Ethical AI:Trends and Directions Exploring emerging trends and directions in ethical AI development and implementation.
Module #24 Course Wrap-Up & Conclusion Planning next steps in Case Studies in Ethical AI Implementation career
