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                        Student Handbook 2019 International Program               Thai-Nichi Institute of Technology
                        DGE-202      Artificial Intelligence Techniques I: Software-Based Approaches  3(2-3-6)
                        Prerequisite  :  DGE-101 Computer Programming for Digital Engineers  and
                                     DGE-103 Fundamental Physics
                        Corequisite   :  None
                                Intelligent system, multi-agent system, the meaning of artificial intelligence,
                        learning and representation, programming languages for artificial intelligence,
                        clustering optimization, ant algorithm, artificial neural networks, multi-layer perceptron,
                        networks of radial basis functions, Kohonen net, simple genetic algorithm, genetic operator,
                        optimization  using  genetic  algorithm,  fuzzy  set,  fuzzy  system,  fuzzy  models,  intelligent
                        groups, control systems, expert systems, natural language processing, object recognition,
                        vision and learning, application of intelligent systems to the engineering and information
                        problems using MATLAB.

                        DGE-203      Wired and Wireless Communication System                   3(2-3-6)
                        Prerequisite  :  DGE-101 Computer Programming for Digital Engineers  and
                                     DGE-201 Digital Signal Processing
                        Corequisite   :  None
                                Wireless communication systems, modern wireless communication systems,
                        design concepts, cellular communication systems, carrier-sense multiple access, wireless
                        network, wireless communication standards, specified wireless network, wireless networks
                        on IEEE standards, radio waves propagations and mix signals, diverse access techniques,
                        channel encryption, spread spectrum, equalization, diversity, bandwidth, fiber optics
                        communications, MIMO antenna, advances of wireless communication and future trends.
                        DGE-204      Engineering Economics                                     3(3-0-6)
                        Prerequisite  :  None
                        Corequisite   :  None
                                Concepts and theory of microeconomics, demand and supply, elasticity and
                        applications, public economics, cost, market structures, concepts of macroeconomics,
                        macroeconomics variables, long-term economics, banking, banking policies, short-term
                        economics, international banking, application of economics, movements in the design and
                        improvements, interaction between man and machine, trends and effects from outside
                        factors, trends of modern enterprise, efficient methodology for managing the enterprise,
                        planning, decision, problem solving, leadership, economic mindset giving to improve ideas
                        and products in researches, marketing, managements, production, banking, block chain for
                        sustainable startup companies.
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