Social and Ethical Responsibilities of Computing (SERC)(ocw.mit.edu)
ocw.mit.edu
Social and Ethical Responsibilities of Computing (SERC)
https://ocw.mit.edu/courses/res-tll-008-social-and-ethical-responsibilities-of-computing-serc/pages/ai-algorithms/
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This course introduces principles, algorithms, and applications of machine learning from the point of view of modeling and prediction; formulation of learning problems; representation, over-fitting, generalization; classification, regression, reinforcement-learning, sequence learning, clustering; classical and neural-network methods.