Certificate AI Fairness in Data Science
-- ViewingNowThe Certificate AI Fairness in Data Science is a comprehensive course designed to address the growing need for fairness and ethics in AI and data science. This program highlights the importance of mitigating bias in AI models, ensuring equitable outcomes, and maintaining privacy in data handling.
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⢠AI Fairness Foundations
⢠Understanding Bias in AI Systems
⢠Data Preprocessing for Fairness
⢠Fair Machine Learning Algorithms
⢠Evaluating AI Fairness
⢠Ethical Considerations in AI
⢠Bias Mitigation Techniques
⢠Real-world Applications of AI Fairness
⢠Accountability and Transparency in AI
⢠Legal and Regulatory Aspects of AI Fairness
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