[ CourseWikia.com ] Bias And Fairness In Large Language Models

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Date:
04/25/24 at 5:25pm GMT+1
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Unknown
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4
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3
File size:
1.3 GB in 20 files

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  This torrent has been verified.

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21ac1adcc52f8539f1d717bb4023ee313c0bc00f


File list

  • [ CourseWikia.com ] Bias And Fairness In Large Language Models
  • icon ~Get Your Files Here !/1 - Introduction/1 - Intro Video.mp4 24.4 MB
    icon ~Get Your Files Here !/1 - Introduction/2 - The Rise of Large Language Models.mp4 27.7 MB
    icon ~Get Your Files Here !/1 - Introduction/3 - The Importance of Bias and Fairness.mp4 22.4 MB
    icon ~Get Your Files Here !/1 - Introduction/4 - Course Objectives and Overview.mp4 38.8 MB
    icon ~Get Your Files Here !/2 - Module 1 Understanding Bias in LLMs/5 - Defining Bias in LLMs.mp4 28.4 MB
    icon ~Get Your Files Here !/2 - Module 1 Understanding Bias in LLMs/6 - Types of Bias in LLMs.mp4 168.5 MB
    icon ~Get Your Files Here !/2 - Module 1 Understanding Bias in LLMs/7 - Impacts of Biased LLM Outputs.mp4 125.2 MB
    icon ~Get Your Files Here !/3 - Module 2 Mitigating Bias in LLM Training/10 - Illustrating Debiasing Techniques 1.mp4 50.1 MB
    icon ~Get Your Files Here !/3 - Module 2 Mitigating Bias in LLM Training/11 - Illustrating Debiasing Techniques 2.mp4 39.7 MB
    icon ~Get Your Files Here !/3 - Module 2 Mitigating Bias in LLM Training/8 - Debiasing Techniques.mp4 138 MB
    icon ~Get Your Files Here !/3 - Module 2 Mitigating Bias in LLM Training/9 - Algorithmic Approaches.mp4 68.9 MB
    icon ~Get Your Files Here !/4 - Module 3 Evaluating Bias and Fairness/12 - Measuring Bias and Fairness.mp4 60.3 MB
    icon ~Get Your Files Here !/4 - Module 3 Evaluating Bias and Fairness/13 - Challenges and Considerations.mp4 130.4 MB
    icon ~Get Your Files Here !/4 - Module 3 Evaluating Bias and Fairness/14 - Transitioning to Realworld Considerations.mp4 17.5 MB
    icon ~Get Your Files Here !/5 - Module 4 Realworld Considerations/15 - Balancing Fairness and Other Attributes.mp4 100.8 MB
    icon ~Get Your Files Here !/5 - Module 4 Realworld Considerations/16 - Deployment and Monitoring.mp4 74.6 MB
    icon ~Get Your Files Here !/5 - Module 4 Realworld Considerations/17 - Interdisciplinary Collaboration.mp4 83.1 MB
    icon ~Get Your Files Here !/6 - Conclusion/18 - Key Takeaways.mp4 51.5 MB
    icon ~Get Your Files Here !/6 - Conclusion/19 - Future Directions and Resources.mp4 72.7 MB
    icon ~Get Your Files Here !/Bonus Resources.txt 386 B

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