All Courses
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IB 372 INTERCULTURAL MANAGEMENT
This course offers students an opportunity for hands-on intercultural problem solving. Working on intercultural teams, students solve culture-based challenges for managing teams and projects. Teams also research the role of culture-based business practices in a country of their choice.
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Sp22 - GEOMETRIC FNDTNS OF DATA SCI (51530)
This course is on foundational mathematical, statistical and computational theory of data sciences. We shall also reveal how this data driven predictive machine learning theory is applied to stochastic dynamical systems, optimal control and multi-player games. ————— We will cover (1) concepts such as representation, over-fitting, regularization, and generalization; (2) topics such as clustering, classification, probabilistic modeling, stochastic processes, reinforcement learning, ; (3) methods such as on-line streaming algorithms, neural networks/deep learning, hidden Markov models, Markov Decision Processes and Bayesian networks. ————