Graduate Certificate in Machine Learning for Equity
-- ViewingNowThe Graduate Certificate in Machine Learning for Equity is a timely and crucial course designed to address the increasing industry demand for experts in machine learning and artificial intelligence. This program focuses on building fair and unbiased models, promoting ethical AI practices and inclusivity in technology.
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โข Unit 1: Introduction to Machine Learning for Equity & Fairness
โข Unit 2: Data Preprocessing for Bias Reduction
โข Unit 3: Bias Mitigation Techniques in ML Models
โข Unit 4: Evaluating Fairness in Machine Learning
โข Unit 5: Ethical Considerations in AI and Machine Learning
โข Unit 6: Responsible Machine Learning Practices
โข Unit 7: Explainable AI (XAI) and Transparent Decision-making
โข Unit 8: Real-world Applications of Fair Machine Learning
โข Unit 9: Policy and Regulation for Equitable AI
โข Unit 10: Capstone Project: Implementing Fair Machine Learning Models
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