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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⢠Unit 1: Introduction to Machine Learning for Equity & Fairness
⢠Unit 2: Data Preprocessing for Bias Reduction
⢠Unit 3: Bias Mitigation Techniques in ML Models
⢠Unit 4: Evaluating Fairness in Machine Learning
⢠Unit 5: Ethical Considerations in AI and Machine Learning
⢠Unit 6: Responsible Machine Learning Practices
⢠Unit 7: Explainable AI (XAI) and Transparent Decision-making
⢠Unit 8: Real-world Applications of Fair Machine Learning
⢠Unit 9: Policy and Regulation for Equitable AI
⢠Unit 10: Capstone Project: Implementing Fair Machine Learning Models
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