Units: 2 Terms Offered: SpApplication of Fourier series, wavelets, auto-regressive models and Markov models to civil engineering systems. Introduction to deep learning methods and applications to time series analysis. Recommended Preparation: Linear algebra on the level of MATH 245, programming on the level of CE 108 or ITP 115 or ITP 168 or CSCI 102. Instruction Mode: Lecture Grading Option: Letter
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