CSCI 3202 - Introduction to Artificial Intelligence
Primary Instructor
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Spring 2023
Surveys artificial intelligence techniques of search, knowledge representation and reasoning, probabilistic inference, machine learning, and natural language. Same as CSPB 3202.
CSCI 3302 - Introduction to Robotics
Primary Instructor
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Fall 2022
Introduces students to fundamental concepts in autonomous robotics: mechanisms, locomotion, kinematics, control, perception and planning. Consists of lectures and lab sessions that are geared toward developing a complete navigation stack on a miniature mobile robotic platform. Same as ECEN 3303.
CSCI 4622 - Machine Learning
Primary Instructor
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Spring 2023
Introduces students to tools, methods, and theory to construct predictive and inferential models that learn from data. Focuses on supervised machine learning technique including practical and theoretical understanding of the most widely used algorithms (decision trees, support vector machines, ensemble methods, and neural networks). Emphasizes both efficient implementation of algorithms and understanding of mathematical foundations.
MCEN 4043 - System Dynamics
Primary Instructor
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Fall 2022
Covers linear dynamic systems and mathematical tools for understanding them, input-output relationships, modeling templates, complex variables, Laplace transform, time-harmonic forcing and response, Fourier series and discrete Fourier transform, and coupled systems.
