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CS 541: Computer Systems Analysis
4.00 Credits
University of Illinois at Urbana-Champaign
Same as CSE 524 and ECE 541. See ECE 541.
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CS 541 - Computer Systems Analysis
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CS 543: Computer Vision
4.00 Credits
University of Illinois at Urbana-Champaign
Same as ECE 549. See ECE 549.
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CS 543 - Computer Vision
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CS 545: Systems Modeling & Simulation
4.00 Credits
University of Illinois at Urbana-Champaign
Same as BADM 575. See BADM 575.
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CS 545 - Systems Modeling & Simulation
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CS 546: Machine Learning in NLP
4.00 Credits
University of Illinois at Urbana-Champaign
Central learning frameworks and techniques that have emerged in the field of natural language processing and found applications in several areas in text and speech processing: from information retrieval and extraction, through speech recognition to syntax, semantics and language understanding related tasks. Examination of the theoretical paradigms -- learning theoretic, probabilistic, and information theoretic -- and the relations among them, as well as the main algorithmic techniques developed within each paradigm and in key natural language applications. Prerequisite: CS 446 and CS 473.
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CS 546 - Machine Learning in NLP
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CS 548: Models of Cognitive Processes
4.00 Credits
University of Illinois at Urbana-Champaign
Formal models and concepts in vision and language; detailed analysis of computer vision, language, and learning problems; relevant psychological results and linguistic systems; survey of the state-of-the-art in artificial intelligence. Same as ECE 548. Prerequisite: CS 440.
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CS 548 - Models of Cognitive Processes
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CS 549: Seminar in Cognitive Science
2.00 - 4.00 Credits
University of Illinois at Urbana-Champaign
Same as PSYC 514, ANTH 514, EPSY 551, LING 570, and PHIL 514. See PSYC 514.
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CS 549 - Seminar in Cognitive Science
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CS 554: Parallel Numerical Algorithms
4.00 Credits
University of Illinois at Urbana-Champaign
Numerical algorithms for parallel computers: parallel algorithms in numerical linear algebra (dense and sparse solvers for linear systems and the algebraic eigenvalue problem), numerical handling of ordinary and partial differential equations, and numerical optimization techniques. Same as CSE 512. Prerequisite: One of CS 450, CS 457, CS 555.
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CS 554 - Parallel Numerical Algorithms
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CS 555: Numerical Methods for PDEs
4.00 Credits
University of Illinois at Urbana-Champaign
Numerical techniques for initial and boundary value problems in partial differential equations. Finite difference and finite element discretization techniques, direct and iterative solution methods for discrete problems, and programming techniques and usage of software packages. Same as CSE 510 and MATH 552. Prerequisite: CS 450 or CS 457.
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CS 555 - Numerical Methods for PDEs
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CS 556: Iterative & Multigrid Methods
4.00 Credits
University of Illinois at Urbana-Champaign
Comprehensive treatment of algebraic and multigrid iterative methods to solve systems of equations, primarily linear equations arising from discretization of partial differential equations. Same as CSE 511.
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CS 556 - Iterative & Multigrid Methods
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CS 558: Topics in Numerical Analysis
4.00 Credits
University of Illinois at Urbana-Champaign
Advanced topics in numerical analysis selected from areas of current research. Same as CSE 513. May be repeated. Prerequisite: As specified for each topic offering, see Schedule or departmental course description.
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CS 558 - Topics in Numerical Analysis
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