Udemy - AI Ethics and Responsible AI - Bias, Privacy, Governance

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size3.8 GB
  • Uploaded Byfreecoursewb
  • Downloads63
  • Last checkedJun. 12th '26
  • Date uploadedJun. 11th '26
  • Seeders 0
  • Leechers45

Infohash : 2219BF8E416DA9E3E0AAC06A4343F80E84E90003

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

Files:

[ WebToolTip.com ] Udemy - AI Ethics and Responsible AI - Bias, Privacy, Governance
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Introduction to AI Ethics
    • 1. Introduction.mp4 (45.4 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 (6.0 MB)
    2 - Why We Keep Repeating Things The Psychology Behind Repetition
    • 6. The Secret to Remembering.mp4 (135.8 MB)
    3 - Core Ethical Principles
    • 7. Beneficence and Non-Maleficence.mp4 (107.9 MB)
    • 7. ISOXpert-4.png (5.6 MB)
    • 8. Autonomy and Human Oversight.mp4 (127.0 MB)
    • 8. ISOXpert-5.png (5.4 MB)
    • 9. ISOXpert-6.png (5.5 MB)
    • 9. Justice and Fairness.mp4 (267.9 MB)
    4 - Bias and Fairness
    • 10. ISOXpert-7.png (6.0 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 (6.0 MB)
    • 12. Mitigation Strategies.mp4 (207.3 MB)
    5 - Privacy and Data Protection
    • 13. Data Privacy Fundamentals.mp4 (109.0 MB)
    • 13. ISOXpert-9.png (6.3 MB)
    • 14. GDPR and Global Regulations.mp4 (127.0 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 (150.0 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 (190.0 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)
    • Bonus Resources.txt (0.1 KB)

Code:

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