This course offers an introduction to various optimization algorithms to solve linear, dynamic and non-linear programming problems.
The objectives include equipping students with the control theory that is relevant to the analysis and design of computer-controlled systems. Topics such as time-domain analysis, frequency domain analysis, state space analysis will be covered.
The objective of this design module is to provide participants an opportunity to study some selected aspects of computational intelligence methods in-depth and to develop and test an intelligent automation systems.
In recent years, computational intelligence methods like artificial neural networks, fuzzy systems, genetic algorithms and computer vision are applied extensively in the design of intelligent control and automation systems, e.g...
The objective of this course is to provide the attendees with comprehensive knowledge on power system modeling and control.
This course covers an introduction to intelligent agents and multi-agent systems.
This course introduces topics in human cognition and various well-established paradigms pertaining to the formal representations of artificial intelligence and knowledge engineering for computational problem solving...
This course aims to provide students with a general understanding of various construction methodologies, machineries, and technologies used for the implementation of construction projects.
This course introduces fundamental concepts in robotics...
On successful completion of the course, the student should be able to: a...
This subject covers a comprehensive introduction to data analytics and mining. Introduction of Data Analytics & Mining; Data Pre-processing; Data Analytics & Visualization; Cluster Pattern Analysis; Predictive Pattern Mining; Association Rule Mining;
Upon completion of the course, the student should be able to: 1...
Introduction to Object Orientated Programming; Interface and implementation; Designing with Classes and Objects; Inheritance and polymorphism; Object Relationships; Framework and Reuse;
Upon completion of the course, the student will be able to understand the roles and purposes of various activities in software engineering process
History of precision engineering. Principles and definitions of precision machine design.
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