Units: 4 Terms Offered: FaData-driven and machine learning algorithms for dimensionality reduction, analysis and prediction in physical systems; applications in process control, fluid dynamics and energy and environmental systems. Recommended Preparation: Linear algebra and differential equations on the level of MATH 245, computer programming on the level of ITP 115 or ITP 168 Instruction Mode: Lecture Grading Option: Letter
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