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Student Handbook 2019 International Program Thai-Nichi Institute of Technology
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 : None
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-in-
terface 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 : None
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.

DGE-307 Industrial Automation Systems 3(3-0-6)
Prerequisite : DGE-302 Mechatronics
Corequisite : None
Industrial control system. Analog signal modulation. Digital signal modulation.
Sensor and transducer. Analog controller. Digital controller. Sequential control.
Programmable logic controller (PLC). PLC for industrial automation. Pneumatic.
Hydraulic and electric. Automation system design using pneumatic and hydraulic using
PLC. Principle of SCADA. SCADA for industrial controlling and monitoring using PLC.