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

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1 - Getting Satarted With AI & Responsible Thinking

1. Why Responsible AI Skills Are Critical in 2026 and Beyond.mp4

MP4

31.5 MB

10 - Capstone Project — Apply Responsible AI in Practice

11 - Final Thoughts & Your Next Steps

2 - Foundations of AI Ethics & Responsible AI

10. Why AI Ethics Matters.mp4

MP4

40.6 MB

11. Core Principles of Responsible AI.mp4

MP4

43 MB

12. Who is Affected by AI Decisions.mp4

MP4

38.7 MB

13. Ethical vs Legal vs Business Trade-Offs in AI.mp4

MP4

36.7 MB

15. Practice Exercise Identifying Ethical Issues in Everyday AI.mp4

MP4

38.1 MB

3 - Bias & Fairness in AI

16. How Bias Enters AI Systems.mp4

MP4

53.1 MB

17. Types of Bias in Data and Models.mp4

MP4

44.1 MB

18. Real Impact of Biased AI Decisions.mp4

MP4

43.2 MB

19. Understanding Fairness.mp4

MP4

36.3 MB

20. Feedback Loops and Historical Bias.mp4

MP4

17.2 MB

21. How Bias Can Be Reduced.mp4

MP4

48 MB

22. Hands-On Detecting Bias in a Simple Dataset.mp4

MP4

33 MB

4 - Data Privacy & Responsible Data Handling

23. What is Personal and Sensitive Data in AI.mp4

MP4

44.4 MB

24. How AI Systems Can Misuse or Leak Data.mp4

MP4

42 MB

25. Data Minimization and Consent.mp4

MP4

39.3 MB

26. Privacy-Preserving Techniques.mp4

MP4

47.9 MB

27. Hands-On Raw Data vs Anonymized Data.mp4

MP4

41.2 MB

28. Data Ownership and User Rights.mp4

MP4

39 MB

29. Using Synthetic Data to Protect Privacy.mp4

MP4

38.3 MB

5 - Transparency & Explainability in AI

30. Black Box vs Explainable AI.mp4

MP4

52.5 MB

31. Why Transparency Builds Trust in AI.mp4

MP4

41.6 MB

32. When AI Decisions Must Be Explained.mp4

MP4

38.4 MB

33. Simple Explainability Techniques.mp4

MP4

39.8 MB

34. Understanding Confidence and Uncertainty.mp4

MP4

41.6 MB

35. Explaining AI Decisions to Non-Technical Stakeholders.mp4

MP4

35.8 MB

36. Explaining an AI Model Decision.mp4

MP4

39.1 MB

6 - Applying Responsible AI in Real Projects

37. Where Ethics Fits in the AI Workflow.mp4

MP4

58.7 MB

38. Performing a Basic AI Risk Assessment.mp4

MP4

43.7 MB

39. Human-in-the-Loop Systems Explained.mp4

MP4

41.1 MB

40. Monitoring AI Systems After Deployment.mp4

MP4

48.5 MB

41. Ethical Thinking at the Problem Definition Stage.mp4

MP4

31.6 MB

42. What to Do When AI Systems Fail.mp4

MP4

45.6 MB

7 - AI Governance & Organizational Responsibility

43. What is AI Governance.mp4

MP4

26.8 MB

44. Roles in Responsible AI Teams.mp4

MP4

46.8 MB

45. Overview of AI Regulations.mp4

MP4

32.6 MB

46. Building an AI Ethics Checklist.mp4

MP4

43.5 MB

47. AI Review Boards and Approval Processes.mp4

MP4

39.3 MB

48. Managing Risk from Third-Party AI Systems.mp4

MP4

47.4 MB

49. Building Your Own AI Governance Framework.mp4

MP4

52.1 MB

8 - Responsible AI Tools & Industry Solutions

50. Why Responsible AI Tools Are Essential Today.mp4

MP4

49.1 MB

51. Categories of Responsible AI Tools.mp4

MP4

45 MB

52. Bias Detection Tools.mp4

MP4

44.8 MB

53. Explainability Tools.mp4

MP4

50.2 MB

54. Data Privacy and Quality Tools.mp4

MP4

44.3 MB

55. LLM Safety and Guardrails.mp4

MP4

45 MB

56. Model Documentation and Audit Tools.mp4

MP4

48.1 MB

57. Choosing the Right Tool for Your Needs.mp4

MP4

55.6 MB

58. Exploring a Responsible AI Tool.mp4

MP4

40.7 MB

59. Why Tools Alone Are Not Enough.mp4

MP4

35.7 MB

9 - AI Regulations & Global Standards

60. Why AI Regulation is Increasing Worldwide.mp4	MP4	46.5 MB
61. Risk-Based AI Regulation.mp4	MP4	45.8 MB
62. EU AI Act (Key Concepts Simplified).mp4	MP4	33.5 MB
63. GDPR and AI Systems.mp4	MP4	48.1 MB
64. AI Regulation in the United States.mp4	MP4	38.2 MB
65. Global AI Standards (OECD, UNESCO, ISO).mp4	MP4	40.7 MB
66. What Compliance Means for AI Teams.mp4	MP4	45.5 MB
67. Mapping AI Use Cases to Risk Levels.mp4	MP4	41.6 MB
68. Building Compliance into AI Systems.mp4	MP4	45.1 MB
69. Staying Updated with AI Regulations.mp4	MP4	36.1 MB

9. What is Responsible AI.mp4

MP4

45.1 MB

76. Key Takeaways from the Course.mp4

MP4

35.2 MB

77. Responsible AI as a Continuous Practice.mp4

MP4

37.4 MB

78. Future Trends in AI Ethics and Governance.mp4

MP4

42.4 MB

79. How Responsible AI Skills Impact Your Career.mp4

MP4

34.3 MB

80. Your Role in Building Trustworthy AI.mp4

MP4

30.6 MB

81. Course Wrap-Up and Next Steps.mp4

MP4

36.2 MB

70. Introduction to the AI Use Case.mp4

MP4

42.2 MB

71. Identifying Ethical Risks.mp4

MP4

56.9 MB

72. Selecting Responsible AI Safeguards.mp4

MP4

53 MB

73. Balancing Trade-Offs in AI Decisions.mp4

MP4

46.2 MB

74. Stress Testing the AI System.mp4

MP4

46.5 MB

75. Final Review and Lessons Learned.mp4

MP4

42.7 MB

2. What Artificial Intelligence Really Is.mp4

MP4

35 MB

3. What AI Can and Cannot Do.mp4

MP4

31.5 MB

4. How AI Works The Complete Workflow Explained.mp4

MP4

43.1 MB

5. Types of AI Systems Predictive vs Generative vs Agentic.mp4

MP4

33.7 MB

6. AI Myths vs Reality (What Most People Get Wrong About AI).mp4

MP4

37.2 MB

7. Real-World AI Failures (How AI Goes Wrong in Practice).mp4

MP4

36.5 MB

8. Course Expectations & Mindset for Responsible AI.mp4

MP4

33 MB

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

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