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91.420: Artificial IntelligenceCredits
3.00 Credits
University of Massachusetts-Lowell
3 Discusses LISP, tree and graph searching algorithms: breadth first, depth first, and uniform cost. Also covers heuristic search methods, admissibility, and games: mini-max, alphaBeta. Students will learn theorem proving and question answering. Pre-Req: 91.301 Org Programming Languages
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91.421: Machine LearningCredits
3.00 Credits
University of Massachusetts-Lowell
3 Fundamentals theory of machine learning techniques, such as the use of search and what is or is not learnable; commonly used learning algorithms; decision tree learning, neural network learning, Bayesian network learning, support vector machines, genetic algorithms, clustering and reinforcement learning. Application of machine learning to solve problems, case studies, and review of current machine learning literature. Pre-Req: 91.420 Artificial Intelligence
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91.421 - Machine LearningCredits
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91.427: Computer Graphics ICredits
3.00 Credits
University of Massachusetts-Lowell
3 Introduction to graphics systems and concepts. History of graphics. Introduction to hardware, software, and mathematical tools. Graphics languages and APIs (GKS, PHIGS, Direct 3D,OpenGL). Graphics data structures and algorithms for 2D and 3D modeling and viewing. Input, archiving, and display architectures. Introduction to hidden line and hidden surface removal. Pre-Req: 91.201 Computing III
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91.427 - Computer Graphics ICredits
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91.428: Computer Graphics IICredits
3.00 Credits
University of Massachusetts-Lowell
3 An advanced course in computer graphics for students familiar with basic issues in computer graphics. Details on hidden line and surface removal. 2D and 3D curve and surface generation. Rendering, illumination, and color models. Realism through precision (ray tracing) and imprecision (fractals). Windowing and user interface management systems. Modern hardware architectures. Animation and simulation systems. Pre-Req: 91.427 Computer Graphics I
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91.450: Robotics ICredits
3.00 Credits
University of Massachusetts-Lowell
3 An introduction to robotics, including laboratory. In the lab, students build and program robots. Topics to be covered include sensors, locomotion, deliberative architectures, reactive architectures, and hybrid architectures. Co-Req or Pre-Req: 91.305 Computer Architecture
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91.450 - Robotics ICredits
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91.451: Robotics IICredits
3.00 Credits
University of Massachusetts-Lowell
3 Advanced topics in robotics, including laboratory. Topics to be covered include map making, path planning, computer vision and learning. Research-level robots are used in the laboratories. Pre-Req: 91.450 Robotics I
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91.457: Computer SecurityCredits
3.00 Credits
University of Massachusetts-Lowell
3 Basic concepts of cryptography, data security, information theory, complexity, number theory, and finite field theory; encryption algorithms including the Data Encryption Standard (DES) and public key systems; incorporating cryptographic controls into computers; key management; access controls; information flow controls; and inference controls. Pre-Reqs: 92.321 Discrete Structures I , 91.404 Analysis of Algorithms and 91.413 Data Communications I
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91.460: Selected TopicsCredits
3.00 Credits
University of Massachusetts-Lowell
3 Depends on faculty interest, student demand, and developments in the field.
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91.460 - Selected TopicsCredits
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91.461: Graphical User Interface Programming ICredits
3.00 Credits
University of Massachusetts-Lowell
3 This is a first course in the design and implementation of graphical user interfaces (GUIs) for windowing environments. The course involves numerous programming projects that are evaluated on design and layout of the user interface, coding style, and comprehensiveness of documentation. The course may be taken on its own, but is intended to be followed by 91.462 to complete a two-course CS project sequence. Pre-Req: 91.201 Computing III
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91.462: Graphical User Interface Programming IICredits
3.00 Credits
University of Massachusetts-Lowell
3 A second course in the design and implementation of graphical user interfaces for windowing environments. Pre-Req: 91.461 GUI Program I
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91.462 - Graphical User Interface Programming IICredits
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