Undergraduate programme

Curriculum

Courses

Minors

Specialisation tracks

Minor in Artificial Intelligence (AI)

Minor in Computer Science (CS)

Minor in Design and Artificial Intelligence (DAI)

DAI Minor

DAI Minor Programme (for Intake AY2024 and onwards)

Students are strongly encouraged to take 10.020 Data Driven World to prepare for DAI Minor.

Students in the DAI Minor Programme will have a focus on AI related technology and applications. They are required to take the following courses.

50.004 Algorithms
50.007 Machine Learning / 40.319 Statistical and Machine Learning

1 course on applications of AI-technology from selected CSD, DAI, EPD, or ESD courses. Students are required to select the course from the following course list.

50.021 Artificial Intelligence
50.035 Computer Vision
50.038 Computational Data Science
50.039 Theory and Practice of Deep Learning
50.040 Natural Language Processing
50.045 Information Retrieval
50.047 Mobile Robotics
50.050 Discrete Mathematics and Algorithm Design
50.055 Special Topic: Machine Learning Operations
01.116 AI for Healthcare
01.117 Brain-Inspired Computing and its Applications
30.100 Computational and Data-Driven Engineering
30.202 Digital Integrated Circuit Design
30.119 Intelligent Robotics
40.002 Optimisation
40.016 The Analytics Edge
40.302 Advanced Topics in Optimisation (6 credits) and 40.305 Advanced Topics in Stochastic Modelling (6 credits)
40.316 Game Theory
40.012 Manufacturing and Service Operations
60.001 Applied Deep Learning
60.002 AI applications in Design
60.005 HCI and AI

1 course on DAI Studio, DAI course, or HASS Human-Centred Design course. Students are required to select the course from the following course list.

DAI Studio
- As per the offerings of the BSc (DAI) programme
DAI course
- As per the offerings of the BSc (DAI) programme
HASS Human-Centred Design course