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AI+ Ethics Fundamentals™
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Introduction
Video Course Introduction
Audio Book: Introduction AI+ Ethics Fundamentals
Module 1: Overview of AI Ethics and Societal Impact
Ebook Module 1: Overview of AI Ethics and Societal Impact
Audio Book: Overview of AI Ethics & Societal Impact
Podcast: Overview of AI Ethics and Societal Impact
Video 1.1 Overview of Ethical Considerations in AI
Video 1.2 Societal Impact of AI Technologies
Video 1.3 Ethics and Privacy in the Age of A
Video 1.4 The Impact of AI on Social Interaction and Lifestyle Transformations
Video 1.5 AI in Healthcare
Video 1.6 AI in Education
Video 1.7 AI and the Environment
Video 1.8 Framework Establishment and Stakeholder Involvement
Video 1.9 Assessment Process and Methodologies
Video 1.10 Reporting, Recommendations, and Continuous Monitoring
Activity: Accordion
Quiz
Hands - On 1
Hands - On 2
Hands - On 3
Hands - On 4
Module 2: Bias and Fairness in AI
Ebook Module 2: Bias and Fairness in AI
Audio Book: Bias and Fairness in AI
Podcast: Bias and Fairness in AI
Video 2.1 Exploration of Biases in Data and Algorithms
Video 2.2 Navigating Ethics: Data Collection Practices and Algorithmic Bias
Video 2.3 Developing Diverse Data Sets and Promoting Transparency
Video 2.4 Conducting Regular Auditing
Video 2.5 Adhere to Ethical AI Frameworks
Video 2.6 The Role of Stakeholders
Activity: Drag & Drop
Quiz
Hands On 1
Hands On 2
Hands On 3
Module 3: Transparency and Explainable AI
Ebook Module 3: Transparency and Explainable AI
Audio Book: Transparency and Explainable AI
Podcast: Transparency and Explainable AI
Video 3.1 Importance and Pillars of Transparent AI Systems
Video 3.2 Key Techniques: Simplified Visualizations
Video 3.3 Key Techniques: Use Case Examples
Video 3.4 Key Techniques: Layered Explanations
Video 3.5 Key Techniques: Interactive Demonstrations
Video 3.6 Key Techniques: Tailored Communication
Video 3.7 AI Ethics Simulator and Fairness in Machine Learning
Video 3.8 Privacy-Preserving AI Models and AI for Social Good
Video 3.9 Explainable AI
Activity: Tab
Quiz
Hands - On
Module 4: Privacy and Security Issues in AI
Ebook Module 4: Privacy and Security Issues in AI
Audio Book: Privacy and Security Issues in AI
Podcast: Privacy and Security Issues in AI
Video 4.1 Data Collection and Consent
Video 4.2 Surveillance and Monitoring
Video 4.3 Data Security and Breaches
Video 4.4 Real-life Examples of Data Breaches in AI
Video 4.5 Algorithmic Transparency and Accountability
Video 4.6 Strategies for Securing AI Systems and Data
Video 4.7 Robust Encryption, Access Control, and Security Audits for Compliance
Video 4.8 Advanced Threat Detection and Ethical AI Development
Video 4.9 Continuous Education and Training
Activity: Slideshow
Quiz
Hands - On
Module 5: Accountability and Responsibility
Ebook Module 5: Accountability and Responsibility
Audio Book: Accountability and Responsibility
Podcast: Accountability and Responsibility
Video 5.1 Transparency
Video 5.2 Compliance with Legal and Ethical Standards
Video 5.3 Auditability and Reporting
Video 5.4 Ethical AI Development
Video 5.5 Data Privacy and Protection
Video 5.6 Transparency and Explainability
Video 5.7 Continuous Learning and Improvement
Video 5.8 Stakeholder Engagement and Ethical Practices
Activity: Hotspot
Quiz
Hands - On
Module 6: Legal and Regulatory Issues
Ebook Module 6: Legal and Regulatory Issues
Audio Book: Legal and Regulatory Issues
Podcast: Legal and Regulatory Issues
Video 6.1 AI Legal Frameworks: EU and US
Video 6.2 AI Legal Frameworks: UK and China
Video 6.3 AI Ethics, Privacy, and Intellectual Property
Video 6.4 AI Governance, Surveillance, and Autonomy
Video 6.5 AI in Society: Workforce, Standards, and Impact
Video 6.6 AI Platforms for Compliance: IBM Watson, Google AI, and Salesforce
Video 6.7 Frameworks for Responsible AI: PwC Toolkit and FICO Workbench
Activity: Slideshow
Quiz
Hands - On
Module 7: Ethical Decision Making Frameworks
Ebook Module 7: Ethical Decision Making Frameworks
Audio Book: Ethical Decision-Making Frameworks
Podcast: Ethical Decision Making Frameworks
Video 7.1 IEEE's Ethically Aligned Design and Asilomar AI Principles
Video 7.2 EU Guidelines for Trustworthy AI and Google’s AI Principles
Video 7.3 IBM Watson Health
Video 7.4 Microsoft’s AI for Accessibility
Video 7.5 DeepMind’s AI for Energy
Video 7.6 Autonomous Vehicles (Waymo, Tesla)
Video 7.7 Facial Recognition (IBM, Amazon)
Video 7.8 Google’s Project Maven Withdrawal
Video 7.9 Open AI Gym and Moral Machine by MIT
Video 7.10 NetLogo , Shadow Health, and The Ethics Game
Activity: Case Study
Quiz
Hands - On
Module 8: AI Governance and Best Practices
Ebook Module 8: AI Governance and Best Practices
Audio Book: AI Governance & Best Practices
Podcast: AI Governance and Best Practices
Video 8.1 Principles of International AI Governance
Video 8.2 Functions of International AI Governance
Video 8.3 Executive Commitment, Dedicated Ethics Teams, and Ethics Framework
Video 8.4 Ethics by Design, Regular Training, and Transparency and Explainability
Video 8.5 Google’s AI Principles (2018) and EU’s GDPR
Video 8.6 Facial Recognition Bans (Various Cities) And AI Ethics Board Disbandment (Facebook)
Video 8.7 Singapore’s Model AI Governance Framework (2019)
Activity: Hotspot
Quiz
Module 9: Global AI Ethics Standards
Ebook Module 9: Global AI Ethics Standards
Audio Book: Global AI Ethics Standards
Podcast: Global AI Ethics Standards
Video 9.1 Introduction to Global AI Ethics Standards
Video 9.2 Explore Standards: IEEE’s Ethically Aligned Design
Video 9.3 Overview of Comparative AI Ethics Standards
Video 9.4 AI Ethics Standards: USA vs. Europe
Video 9.5 AI Ethics Standards: China vs. Africa
Video 9.6 AI Fairness 360 (AIF360) and Model Cards
Video 9.7 TensorFlow Privacy and OpenAI Gym
Video 9.8 ISO/IEC JTC 1/SC 42 and Partnership on AI
Video 9.9 EU AI Act & Ethics Guidelines
Activity: Drag & Drop
Quiz
Additional Module - AI Agents For Ethics
Ebook Module - AI Agents For Ethics
Video 1.1 Understanding AI Agents and Their Ethical Significance
Video 1.2 Applications and Trends of AI Agents for Ethics + Emerging Trends
Video 1.3 The Functionality, Core Characteristics, and Importance of AI Agents
Video 1.4 Types of AI Agents
Video 1.5 Case Study
Resources
AI+ Ethics Fundamentals Detailed Curriculum
AI+ Ethics Fundamentals Tools
AI+ Ethics Fundamentals References and Resources
AI+ Ethics Fundamentals Blueprint
AI CERTs Exam Guidelines
AI CERTs Exam Guidelines
AI+ Ethics Fundamentals Examination
AI+ Ethics Fundamentals Examination
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AI+ Ethics Fundamentals™
Skill Level
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Beginner
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AI+ Ethics Fundamentals™
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