Bias And Fairness In Large Language Models

Files:

• Get Bonus Downloads Here.url (0.2 KB)
~Get Your Files Here ! 1 - Introduction
• 1 - Intro Video.mp4 (24.4 MB)
• 2 - The Rise of Large Language Models.mp4 (27.7 MB)
• 3 - The Importance of Bias and Fairness.mp4 (22.4 MB)
• 4 - Course Objectives and Overview.mp4 (38.8 MB)
2 - Module 1 Understanding Bias in LLMs
• 5 - Defining Bias in LLMs.mp4 (28.4 MB)
• 6 - Types of Bias in LLMs.mp4 (168.5 MB)
• 7 - Impacts of Biased LLM Outputs.mp4 (125.2 MB)
3 - Module 2 Mitigating Bias in LLM Training
• 10 - Illustrating Debiasing Techniques 1.mp4 (50.1 MB)
• 11 - Illustrating Debiasing Techniques 2.mp4 (39.7 MB)
• 8 - Debiasing Techniques.mp4 (138.0 MB)
• 9 - Algorithmic Approaches.mp4 (68.9 MB)
4 - Module 3 Evaluating Bias and Fairness
• 12 - Measuring Bias and Fairness.mp4 (60.3 MB)
• 13 - Challenges and Considerations.mp4 (130.4 MB)
• 14 - Transitioning to Realworld Considerations.mp4 (17.5 MB)
5 - Module 4 Realworld Considerations
• 15 - Balancing Fairness and Other Attributes.mp4 (100.8 MB)
• 16 - Deployment and Monitoring.mp4 (74.6 MB)
• 17 - Interdisciplinary Collaboration.mp4 (83.1 MB)
6 - Conclusion
• 18 - Key Takeaways.mp4 (51.5 MB)
• 19 - Future Directions and Resources.mp4 (72.7 MB)
• Bonus Resources.txt (0.4 KB)