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Course Criteria
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3.00 Credits
Introduction to Intelligent Transportation Systems (ITS), ITS user services, ITS applications, the National ITS architecture, ITS evaluation, and ITS standards. Pre/ co-requisites: CE 140 or equivalent, instructor permission. Cross-listing: CE 245. Credits: 3
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3.00 Credits
Introduction to methods for realizing intelligent behavior in computers. Knowledge representation, planning, and learning. Selected applications such as natural language understanding and vision. Prerequisites: CS 103 or 123, CS 104 or 124, STAT 153 or equivalent. Cross-listing: CS 251. Credits: 3
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3.00 Credits
Autoregressive moving average (Box-Jenkins) models, autocorrelation, partial correlation, differencing for nonstationarity, computer modeling. Forecasting, seasonal or cyclic variation, transfer function and intervention analysis, spectral analysis. Prerequisite: 211 or 225; or 141 or 143 with instructor's permission. Cross-listing: STAT 253. Credits: 3
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3.00 Credits
Introduction to artificial neural networks, their computational capabilities and limitations, and the algorithms used to train them. Statistical capacity, convergence theorems, backpropagation, reinforcement learning, generalization. Prerequisites: Math 124 (or 271), Stat 153 or equivalent, computer programming. Cross-listed: STAT 256/CS 256. Credits: 3
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3.00 Credits
Discrete and continuous dynamical systems, Julia sets, the Mandelbrot set, period doubling, renormalization, Henon map, phase plane analysis and Lorenz equations. Corequisite: 271 or 230 or instructor's permission. Cross-listing: MATH 266. Credits: 3
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3.00 Credits
Mathematical modeling in the life sciences. Topics include population modeling, dynamics of infectious diseases, reaction kinetics, wave phenomena in biology, and biological pattern formation. Prerequisites: 124, 230; or instructor's permission. Cross-listing: MATH 268. Credits: 3
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1.00 - 12.00 Credits
Credits: 1 - 12
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1.00 - 12.00 Credits
Credits: 1 - 12
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3.00 Credits
Introduction to the movement techniques of modern dance, with emphasis on fundamental movement mechanics, as well as aesthetic and expressive qualities. Credits: 3
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3.00 Credits
Beginning/Intermediate level. Continued development of technical skills in modern dance, including rhythmic perception and spatial awareness, with emphasis on expressive qualities that lead to performance. Credits: 3
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