Certificate in Legal Research: AI Bias & Mitigation
-- ViewingNowThe Certificate in Legal Research: AI Bias & Mitigation is a comprehensive course designed to address the growing need for understanding AI bias and its impact on the legal industry. This program highlights the importance of recognizing, measuring, and mitigating AI bias in legal research, empowering learners to make informed decisions and ensure fairness in legal proceedings.
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⢠Introduction to AI Bias in Legal Research
⢠Forms of AI Bias: Cognitive, Sampling, and Algorithmic
⢠Understanding the Legal and Ethical Implications of AI Bias
⢠Identifying AI Bias in Legal Databases and Research Tools
⢠Mitigating AI Bias through Data Preprocessing and Feature Selection
⢠Techniques for Reducing AI Bias: Debiasing, Reject Option Classification, and Adversarial Training
⢠Best Practices for Conducting Fair and Impartial Legal Research with AI
⢠Legal Research Tools for Addressing AI Bias: Evaluation and Comparison
⢠Developing a Comprehensive Approach to AI Bias and Mitigation in Legal Research
⢠Future Directions and Opportunities in AI Bias and Mitigation for Legal Researchers
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