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DGE-304 Intelligent Human-Computer Interaction 3(2-3-6)
Prerequisite : DGE-202 Artificial Intelligence Techniques 1 : Software-Based Approaches and
DGE-208 Artificial Intelligence Techniques 2 : Hardware-Based Approaches
Corequisite : No
Human and computer interaction. Integration technique for modern computer and
peripheral. User-hardware interface. Hardware for data acquisitioning. Software interface system.
Device-driver library. User interface. Intelligence applications for human behaviors monitoring and
controlling. Human-hardware learning and perception. Graphical computation theory. 3D kinematic
transformation. Vertex and memory management. Compiling. Input/Output engineering. Graphic
emulator design. Advance graphical computation. Security consideration. Intelligence decision.
Advanced language recognition of modern human interface. Real-time simulation for 2D and 3D
system design. Realistic simulation. Real-time user interaction design and implement. Model-based
simulation. Single and cross-user environment development. Peripheral interface programming.

DGE-305 Intelligent Software 3(3-0-6)
Prerequisite : DGE-202 Artificial Intelligence Techniques 1 : Software-Based Approaches and
DGE-208 Artificial Intelligence Techniques 2 : Hardware-Based Approaches
Corequisite : No
Analysis of computational complexity for computer algorithms, Analysis of average case,
Recursive relation, Procedure and method for recursive solving, Generating function, Pattern and
solution, Asymptotic estimation, Game theory, Strategic game auction-model, Possibility-game,
Resource sharing-game, Process, life-cycle and strategy for modern software development, Software
requirements analysis and requirements specification, Software design using Spiral, Top-down,
Bottom-up and Increment model, Instrument and design technique, Prototyping, Principle of system
testing, User-interface technology, Software design and development for organization, Web-base
application and media, Database design and development, Modern technology for application
development.

DGE-306 Big Data Engineering 3(3-0-6)
Prerequisite : DGE-301 Machine Learning and
DGE-303 Fog and Cloud Computing
Corequisite : No
Fundamental of Big Data and basic platform. Data model and storage method. Analysis
algorithms. Issue on big data visualization and transferring. Modern research and development for
big data analysis. Big data storage method, record, retrieving and processing. Model analysis and
performance evaluation including efficient business big data analysis technique.