Programme Intended Learning Outcomes for PG programmes

Doctor of Philosophy in Civil Engineering

An ability to engage in the quality and successful research.
An ability to produce good quality research outputs in the form of journal articles, book chapters and conference papers.
An ability to identify, formulate and solve complex engineering problems in research or practical approach.
An ability to create innovative ideas to improve the efficiency of the civil related works.
An ability to communicate effectively on the research outputs.
An ability to demonstrate advanced technical knowledge to pursue careers in civil and environmental engineering.

Doctor of Philosophy in Computer Science

An ability to apply knowledge of mathematics, science, and engineering appropriate to the degree discipline.
An ability to design and conduct experiments, as well as analyze and interpret data.
An ability to design a system, component, or process to meet the desired needs within realistic constraints.
An ability to function on multi-disciplinary teams.
An ability to identify, formulate, and solve engineering problems.
An ability to understand research ethics.
An ability to communicate effectively.
An ability to avoid the safety risks arising from the experiment or engineering solutions.
An ability to use the techniques, skills, and modern engineering tools necessary for engineering practices appropriate to the degree discipline.
An ability to use the computer/IT tools relevant to the discipline along with an understanding of their processes.

Doctor of Philosophy in Electrical and Computer Engineering

An ability to apply knowledge of mathematics, science, and engineering appropriate to the degree discipline.
An ability to identify, formulate, and solve engineering problems, as well as analyze and interpret data and results.
An ability to demonstrate the thorough knowledge of the literature and a comprehensive understanding of methods and theorems applicable to their research discipline.
An ability to conduct original research with publishable quality which satisfies peer review.
An ability to demonstrate the capability of high quality research writing and presentation skills.

Doctor of Philosophy in Electromechanical Engineering

An ability to apply advanced knowledge of mathematics, science, and engineering appropriate to the degree discipline.
An ability to design and conduct experiments, as well as to analyze and interpret data.
An ability to design a system, component, or process to meet desired needs within realistic constraints.
An ability to function on multi-disciplinary teams.
An ability to identify, formulate, and solve engineering problems.
An ability to understand research ethics.
An ability to communicate effectively.
An ability to avoid the environmental harms and safety risks arising from the experiment or engineering solutions.
An ability to use the techniques, skills, and modern engineering tools relevant to the degree discipline.
An ability to use the computer/IT tools relevant to the discipline along with an understanding of their processes.

Doctor of Philosophy in Mathematics

An ability to communicate effectively.
An ability to process an advanced knowledge of mathematics and relevant areas.
An ability to handle quality and successful research or teaching.
An ability to recognize the need for and to engage in life-long learning.

Master of Science in Artificial Intelligence

An ability to apply knowledge of computing and mathematics to solve complex computing problems in computer science discipline.
An ability to apply knowledge of a computing specialisation, and domain knowledge appropriate for the computing specialisation to the abstraction and conceptualisation of computing models.
An ability to analyse a problem, and identify and define the computing requirements appropriate to its solution.
An ability to design, implement, and evaluate a computer-based system, process, component, or program to meet desired needs with appropriate consideration for public health and safety, social and environmental considerations.
An ability to function effectively on teams to accomplish a common goal.
An ability to understand the professional, ethical, legal, security and social issues and responsibilities.
An ability to communicate effectively with a range of audiences.
An ability to analyse the local and global impact of computing on individuals, organisations, and society.
An ability to recognition of the need for and an ability to engage in continuing professional development.
An ability to use current techniques, skills, and tools necessary for computing practice with an understanding of the limitations.

Master of Science in Civil Engineering

An ability to apply strong and solid knowledge of mathematics, science, and engineering appropriate to the degree discipline.
An ability to design a system, component or process to meet desired needs within realistic constraints, such as economic, environmental, social, political, ethical, health and safety, manufacturability and sustainability.
An ability to identify, formulate and solve complex engineering problems in research or practical approach.
An ability to create innovative ideas to improve the efficiency of the civil related works.
An ability to communicate effectively.
An ability to stay abreast of contemporary issues.
An ability to recognise the need for, and to engage in life-long learning.
An ability to use the techniques, skills, and modern engineering tools necessary for engineering practice appropriate to the degree discipline.

Master of Science in Coastal Environment and Safety

An ability to apply knowledge of mathematics, science and engineering appropriate to the degree discipline.
An ability to design a system, component or process to meet desired needs within realistic constraints, such as economic, environmental, social, political, ethical, health and safety, manufacturability and sustainability.
An ability to identify, formulate and solve complex engineering problems in research or practical approach.
An ability to function effectively as an individual and a leader in a team.
An ability to communicate effectively.
An ability to stay abreast of contemporary issues.
An ability to recognise the need for, and have the preparation to engage in life-long learning.
An ability to use the techniques, skills, and modern engineering tools necessary for engineering practice appropriate to the degree discipline.

Master of Science in Computer Science

An ability to apply knowledge of computing and mathematics to solve complex computing problems in related discipline.
An ability to demonstrate, recognize, design and implement efficient software solutions to problems.
An ability to analyse a problem, identify and define the computing requirements appropriate to its solution.
An ability to design, implement, and evaluate a computer-based system, process, component, or program to meet desired needs with appropriate consideration for public health and safety social and environmental considerations.
An ability to function effectively on teams to accomplish a common goal.
An ability to understand the professional, ethical, legal, security and social issues and responsibilities.
An ability to communicate effectively with range of audiences.
An ability to analyse the local and global impact of computing on individuals, organizations and society.
An ability to recognize the need for and to engage in continuing professional development.
An ability to use current technique, skills, and tools necessary for computing practice with an understanding of the limitations.

Master of Science in E-Commerce Technology

An ability to apply knowledge of computing and mathematics to solve complex computing problems in related discipline.
An ability to demonstrate, recognize, design and implement efficient software solutions to problems.
An ability to analyse a problem, identify and define the computing requirements appropriate to its solution.
An ability to design, implement, and evaluate a computer-based system, process, component, or program to meet desired needs with appropriate consideration for public health and safety social and environmental considerations.
An ability to function effectively on teams to accomplish a common goal.
An ability to understand the professional, ethical, legal, security and social issues and responsibilities.
An ability to communicate effectively with range of audiences.
An ability to analyse the local and global impact of computing on individuals, organizations and society.
An ability to recognize the need for and to engage in continuing professional development.
An ability to use current technique, skills, and tools necessary for computing practice with an understanding of the limitations.

Master of Science in Electrical and Computer Engineering

An ability to apply knowledge of mathematics, science, and engineering appropriate to the degree discipline.
An ability to design and conduct experiments, as well as to analyse and interpret data.
An ability to design a system, component or process to meet desired needs within realistic constraints.
An ability to identify, formulate and solve engineering problems.
An ability to use the techniques, skills, and modern engineering tools necessary for engineering practice appropriate to the degree discipline.
An ability to understand and use the computer/IT tools relevant to the degree discipline.

Master of Science in Electromechanical Engineering

An ability to apply knowledge of mathematics, science, and engineering appropriate to the degree discipline.
An ability to design and conduct experiments, as well as to analyze and interpret data.
An ability to design a system, component, or process to meet desired needs within realistic constraints.
An ability to function on multi-disciplinary teams.
An ability to identify, formulate, and solve engineering problems.
An ability to understand research ethics.
An ability to communicate effectively.
An ability to avoid the environmental harms and safety risks arising from the experiment or engineering solutions.
An ability to use the techniques, skills, and modern engineering tools necessary for engineering practice appropriate to the degree discipline.
An ability to use the computer/IT tools relevant to the discipline along with an understanding of their processes.

Master of Science in Financial Technology

An ability to develop a balanced set of skills and competencies that encompass information technologies, financial innovations, analytical/modeling abilities, and a comprehensive understanding of legal and compliance aspects in FinTech, enabling the individual to become a socially responsible leader.
An ability to apply theoretical knowledge from textbooks and combine it with practical skills using relevant technologies to develop solutions for real-world business challenges through hands-on lab sessions.
An ability to develop the meta-learning skills, life-long learning attitude, as well as the ability to identify and solve problems, so that students will be able to track the advancement of technologies, business practices, as well as factors that might affect their development or adoption.
An ability to develop good soft skills and innovation mind that include innovative solution creation, presentation, negotiation, project management, as well as the ability to communicate effectively with the practitioners or commercial world to commercialize their solutions.
An ability to become a future multicultural and social responsible leader with global perspective and local insights.

Master of Science in Internet of Things

An ability to apply knowledge of mathematics, science, and engineering appropriate to the degree discipline.
An ability to design and conduct experiments, as well as to analyse and interpret data.
An ability to design a system, component or process to meet desired needs within realistic constraints, such as economic, environmental, social, political, ethical, health and safety, manufacturability and sustainability constraints.
An ability to identify, formulate and solve engineering problems.
An ability to use the techniques, skills, and modern engineering tools necessary for engineering practice appropriate to the degree discipline.
An ability to use the computer/IT tools relevant to the discipline along with an understanding of their processes and limitations.

Master of Science in Mathematics

An ability to communicate effectively.
An ability to apply strong and solid knowledge of mathematics.
An ability to conduct mathematical research.
An ability to recognize the need for and to engage in life-long learning.

Master of Science in Robotics and Autonomous Systems

An ability to apply knowledge of mathematics, science, and engineering appropriate to the degree discipline.
An ability to design and conduct experiments, as well as to analyse and interpret data.
An ability to design a system, component or process to meet desired needs within realistic constraints, such as economic, environmental, social, political, ethical, health and safety, manufacturability and sustainability.
An ability to identify, formulate and solve engineering problems.
Ability to communicate effectively.
An ability to stay abreast of contemporary issues.
An ability to recognise the need for, and to engage in life-long learning.
An ability to use the techniques, skills, and modern engineering tools necessary for engineering practice appropriate to the degree discipline.
An ability to use the computer/IT tools relevant to the discipline along with an understanding of their processes and limitations.
An ability to apply both management and engineering skills to work out the most effective way to produce a product or provide a service.

Master of Science in Smart Ocean Technology

An ability to apply knowledge of ocean science and technology appropriate to the degree discipline or professional field.
An ability to design and conduct experiments, as well as to analyze and interpret data related to ocean science and technology.
An ability to design a system, component or process to meet desired needs within realistic constraints, such as economic, environmental, social, political, ethical, health and safety, manufacturability and sustainability.
An ability to identify, formulate and solve complex problems related to ocean science and technology.
An ability to use the techniques, skills, and modern engineering tools necessary for engineering practice appropriate to ocean science and technology.
An ability to use the computer tools relevant to ocean science and technology along with an understanding of their processes and limitations.