C S 580

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Theory of Predictive Modeling

Computer Science College of Physical and Mathematical Sciences

Course Description

Mathematical, computational, and philosophical foundations of machine learning, control, and physical modeling. Introduction to system identification, causality, uncertainty, model approximation, and information geometry.

When Taught

Fall

Credit Hours

Min

Fixed/Max

Lecture Hours

Fixed

Lab Hours