Advanced Certificate in Fair Learning Models
-- ViewingNowThe Advanced Certificate in Fair Learning Models is a comprehensive course designed to equip learners with essential skills in developing fair and unbiased AI models. This course addresses the growing industry demand for AI professionals who can create models that minimize discrimination and bias.
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⢠Fair Learning Models
⢠Bias in Machine Learning
⢠Types of Bias: Selection, Confirmation, and Measurement
⢠Algorithmic Fairness: Metrics and Evaluation
⢠Fairness Constraints and Regularization
⢠Implementing Fair Learning Models: Preprocessing, In-processing, and Post-processing
⢠Fairness in Deep Learning
⢠Ethical Considerations in Fair Learning Models
⢠Real-world Applications of Fair Learning Models
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