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AI+ Ethics™
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Introduction
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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
Module 1: Overview of AI Ethics & Societal Impact
Quiz
Hands - On 1
Hands - On 2
Hands - On 3
Hands - On 4
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
Module 2: Bias and Fairness in AI
Quiz
Hands - On 1
Hands - On 2
Hands - On 3
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
Module 3: Transparency and Explainable AI
Quiz
Hands - On
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
Module 4: Privacy and Security Issues in AI
Quiz
Hands - On
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
Module 5: Accountability and Responsibility
Quiz
Hands - On
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
Module 6: Legal and Regulatory Issues
Quiz
Hands - On
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
Module 7: Ethical Decision-Making Frameworks
Quiz
Hands - On
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
Module 8: AI Governance & Best Practices
Quiz
Module 9: Global AI Ethics Standards
Module 9: Global AI Ethics Standards
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
Module 9: Global AI Ethics Standards
Quiz
Additional Module - AI Agents For Ethics
AI Agent Ethics
Resources
AI+ Ethics Blueprint
AI+ Ethics Detailed Curriculum
AI+ Ethics Tools
AI+ Ethics References and Resources
AI CERTs Exam Guidelines
AI CERTs Exam Guidelines
AI+ Ethics Examination
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AI+ Ethics™
