Certificate in Bias Mitigation Techniques in AI
-- ViewingNowThe Certificate in Bias Mitigation Techniques in AI is a comprehensive course designed to address the critical issue of bias in Artificial Intelligence. This program imparts essential knowledge and skills to learners, enabling them to recognize, analyze, and mitigate bias in AI systems.
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⢠Introduction to Bias in AI
⢠Understanding Fairness in Machine Learning
⢠Types of Bias in AI Systems
⢠Data Preprocessing for Bias Mitigation
⢠Bias Mitigation Techniques in Machine Learning Models
⢠Evaluating AI Systems for Bias
⢠Ethical Considerations in AI Development
⢠Implementing Bias Mitigation Strategies in Real-World AI Applications
⢠Legal and Regulatory Aspects of AI Bias
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