| Bonus Resources.txt | 102.4 B | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| ~Get Your Files Here ! | |||
| 1 - Introduction to AI Ethics | |||
| 1. Introduction.mp4 | 45.4 MB | ||
| 2 - Why We Keep Repeating Things The Psychology Behind Repetition | |||
| 3 - Core Ethical Principles | |||
| 4 - Bias and Fairness | |||
| 10. ISOXpert-7.png | 6 MB | ||
| 10. Understanding AI Bias.mp4 | 133.6 MB | ||
| 11. ISOXpert-8.png | 6.1 MB | ||
| 11. Types of Bias in AI Systems.mp4 | 151.2 MB | ||
| 12. ISOXpert-20.png | 6 MB | ||
| 12. Mitigation Strategies.mp4 | 207.3 MB | ||
| 5 - Privacy and Data Protection | |||
| 13. Data Privacy Fundamentals.mp4 | 109 MB | ||
| 13. ISOXpert-9.png | 6.3 MB | ||
| 14. GDPR and Global Regulations.mp4 | 127 MB | ||
| 14. ISOXpert-10.png | 5.1 MB | ||
| 15. ISOXpert-12.png | 5.7 MB | ||
| 15. Privacy-Preserving AI Techniques.mp4 | 261.6 MB | ||
| 6 - Transparency and Explainability | |||
| 16. ISOXpert-11.png | 5.7 MB | ||
| 16. The Black Box Problem.mp4 | 162.9 MB | ||
| 17. Explainable AI (XAI).mp4 | 136.9 MB | ||
| 17. ISOXpert-13.png | 5.4 MB | ||
| 18. Building Trust Through Transparency.mp4 | 150 MB | ||
| 18. ISOXpert-14.png | 5.6 MB | ||
| 7 - Accountability and Governance | |||
| 19. AI Governance Frameworks.mp4 | 140.6 MB | ||
| 19. ISOXpert-15.png | 5.6 MB | ||
| 20. ISOXpert-16.png | 5.2 MB | ||
| 20. Risk Assessment and Management.mp4 | 190 MB | ||
| 21. ISOXpert-17.png | 6.2 MB | ||
| 21. Organizational Responsibility.mp4 | 241.4 MB | ||
| 8 - Real-World Case Studies | |||
| 22. Case Study Amazon's AI Hiring Tool.mp4 | 145.8 MB | ||
| 22. ISOXpert-18.png | 6.2 MB | ||
| 23. Case Study COMPAS Recidivism Algorithm.mp4 | 185.1 MB | ||
| 23. ISOXpert-19.png | 5.6 MB | ||
| 7. Beneficence and Non-Maleficence.mp4 | 107.9 MB | ||
| 7. ISOXpert-4.png | 5.6 MB | ||
| 8. Autonomy and Human Oversight.mp4 | 127 MB | ||
| 8. ISOXpert-5.png | 5.4 MB | ||
| 9. ISOXpert-6.png | 5.5 MB | ||
| 9. Justice and Fairness.mp4 | 267.9 MB | ||
| 6. The Secret to Remembering.mp4 | 135.8 MB | ||
| 2. ISOXpert-1.png | 5.5 MB | ||
| 2. What is AI Ethics.mp4 | 288.5 MB | ||
| 3. ISOXpert-2.png | 5.6 MB | ||
| 3. Why AI Ethics Matters.mp4 | 212.3 MB | ||
| 4. About Us and the Course.mp4 | 65.7 MB | ||
| 5. Historical Context and Evolution.mp4 | 144.4 MB | ||
| 5. ISOXpert-3.png | 6 MB |
AI Ethics & Responsible AI: Bias, Privacy, Governance
https://WebToolTip.com
Published 6/2026
Created by ISO Xpert
MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz, 2 Ch
Level: All Levels | Genre: eLearning | Language: English | Duration: 23 Lectures ( 2h 11m ) | Size: 3.8 GB
Master ethical AI, fight algorithmic bias, ensure privacy & build trust with real case studies from Amazon & COMPAS.
What you'll learn
⚡ Define AI ethics, its scope, and the multidisciplinary frameworks that guide responsible AI
⚡ Apply core ethical principles including beneficence, non-maleficence, autonomy, human oversight, justice, and fairness
⚡ Identify how bias enters AI systems and apply pre-processing, in-processing, and post-processing mitigation strategies
⚡ Understand privacy fundamentals, GDPR, and global regulations affecting AI projects
⚡ Implement privacy-preserving techniques such as differential privacy, federated learning, and secure multi-party computation
⚡ Explain AI decisions using explainable AI (XAI) methods like LIME and SHAP
⚡ Build trust through transparency strategies including model cards and impact assessments
⚡ Establish AI governance frameworks, risk assessments, and accountability mechanisms
⚡ Analyze real-world ethical failures through the Amazon hiring tool and COMPAS case studies
Requirements
❗ No prior knowledge of AI ethics is required; the course starts from the fundamentals
❗ Basic familiarity with general technology or AI concepts is helpful but not essential
❗ An interest in fairness, privacy, and responsible technology
❗ A computer or mobile device with internet access to view lectures
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