MSc in Data Science and Machine Learning
- Core Modules
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- DSA5101 Introduction to Big Data for Industry
- DSA4212 Optimization for Large-Scale Data-Driven Inference
- DSA5102X Foundations of Machine Learning
- CS5224 Cloud Computing
- DSA5201 DSML Industry Consulting and Applications Project
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- Elective Modules
- Graduate Certificate in Deep Learning for Data Scientists
- DSA5202 Advanced Topics in Machine Learning
- DSA5204 Deep Learning and Applications
- CS5242 Neural Networks and Deep Learning
- Graduate Certificate in Data Mining for Industry
- CS5228 Knowledge Discovery and Data Mining
- ST5227 Applied Data Mining
- Graduate Certificate in Big Data for Industry
- CS5344 Big-Data Analytics Technology
- ST5201 Statistical Foundations of Data Science
- Graduate Certificate in Data Science for Computer Vision
- CS4243 Computer Vision and Pattern Recognition
- CS5240 Theoretical Foundation of Multimedia
- DSA5203 Visual Data Processing and Interpretation
- Graduate Certificate in Data Science for Quantitative Finance
- QF5204 Numerical Methods in Quantitative Finance
- DSA5205 Data Science in Quantitative Finance
- ST5202 Applied Regression Analysis
- Graduate Certificate in Health Informatics
- SPH5414 Informatics for Health
- SPH5104 Analytics for Better Health
- SPH5411 Information Technology in Healthcare
- Cluster in Mathematics
- MA4230 Matrix Computation
- MA5232 Modelling and Numerical Simulations
- MA5266 Optimization
- Cluster in Statistics
- ST5207 Nonparametric Regression
- ST5210 Multivariate Data Analysis
- ST5225 Statistical Analysis of Networks
- Cluster in Computing
- CS4248 Natural Language Processing
- CS5234 Algorithms at Scale
- CS5246 Text Mining
- CS5425 Big Data Systems for Data Science
- IS5152 Data Driven Decision Making
- Graduate Certificate in Deep Learning for Data Scientists
Master of Computing, Artificial Intelligence Specialization
- Core Modules
- CS5446 AI Planning and Decision Making
- Choose one:
- CS5339 Theory and Algorithms for Machine Learning
- CS5242 Neural Networks and Deep Learning
- IS5152 Data-Driven Decision Making
- CS5340 Uncertainty Modelling in AI
- Elective Modules
- CS4243 Computer Vision and Pattern Recognition
- CS4244 Knowledge Representation and Reasoning
- CS4248 Natural Language Processing
- CS5215 Constraint Programming
- CS5228 Knowledge Discovery and Data Mining
- CS5242 Neural Networks and Deep Learning
- CS5246 Text Mining
- CS5260 Neural Networks and Deep Learning II
- CS5469 Fundamentals of Logic in Computer Science
- CS5477 3D Computer Vision
- CS5478 Intelligent Robots: Algorithms and Systems
- CS5339 Theory and Algorithms for Machine Learning
- CS5461 Algorithmic Mechanism Design
- CS6207 Advanced Natural Language Processing
- CS6208 Advanced Topics in Artificial Intelligence
- CS6216 Advanced Topics in Machine Learning
- CS6244 Robot Motion Planning and Control
- IS5152 Data-Driven Decision Making
- IS5006 Intelligent System Deployment
- IS4242 Intelligent Systems – Tools, Techniques, and Applications
- BT4014 Analytics Driven Design of Adaptive Systems
- BT4240 Machine Learning for Predictive Data Analytics