Academic Courses Offered

This list is subject to change without prior notice. Students should check this page for updates especially closer to the course registration period.
Last updated on 22 May 2026

Courses Offered AY 2026/2027 

Code

Title

Semester 1, AY2026/2027

Semester 2, AY2026/2027
  Undergraduate    
DSA1101 Introduction to Data Science

CAO Qi
PHAM Thi Kim Cuc

To be announced
DSA2101 Essential Data Analytics Tools: Data Visualisation HUANG Yuting  To be announced
DSA2xxx Cloud Based Data Science and Programming CAO Qi  To be announced
DSA3101 Data Science in Practice Markus KIRCHBERG To be announced
DSA3361 Inferential Data Analytics    
DSA3362 Predictive Data Analytics   To be announced
DSA4211 High-Dimensional Statistical Analysis   To be announced
DSA4212 Optimisation for Large-Scale Data Driven Inference Alexandre THIERY  
DSA4213 Natural Language Processing for Data Science ZHOU Doudou  
DSA4262 Sense-Making Case Analysis: Health and Medicine Jonathan GÖKE To be announced
DSA4263 Sense-Making Case Analysis: Business and Commerce Valerie LIM  
DSA4264 Sense-Making Case Analysis: Public Policy and Society LOKE Chok Kang To be announced
DSA4265 Sense-Making Case Analysis: Economics and Finance   To be announced
DSA4266 Sense-Making Case Analysis: Science and Technology   To be announced
DSE1101¹ Introductory Data Science for Economics HUANG Yuting   
DSE3101¹ Practical Data Science for Economics   To be announced
DSE4101¹ Capstone Project in Data Science and Economics I   To be announced
ST1131 Introduction to Statistics and Statistical Computing Afiq DANIEL To be announced
ST2131 Probability   To be announced
ST2132 Mathematical Statistics YAP Von Bing To be announced
ST2137 Statistical Computing and Programming   To be announced
ST2334 Probability and Statistics   To be announced
ST3131 Regression Analysis PHAM Thi Kim Cuc To be announced
ST3232 Design and Analysis of Experiments   To be announced
ST3236 Stochastic Processes I WANG Wanjie  
ST3239 Survey Methodology David CHEW  
ST3244 Demographic Methods   To be announced
ST3246 Statistical Models for Actuarial Science   To be announced
ST3247 Simulation   To be announced
ST3248 Statistical Learning I Alexander GIESSING  
ST4231 Computer Intensive Statistical Methods HUANG Dongming  
ST4233 Linear Models SUN Baoluo  
ST4234 Bayesian Statistics   To be announced
ST4238 Stochastics Processes II   To be announced
ST4245 Statistical Methods for Finance   To be announced
ST4248 Statistical Learning II   To be announced
ST4250 Multivariate Statistical Analysis ZHOU Wang  
ST4253 Applied Time Series Analysis Samriddha LAHIRY  
  MSc in Data Science for Sustainability     
DSS5101² Principles of Sustainability Adrian LOO  
DSS5102² Advanced Regression and Time Series Analysis David NOTT  
DSS5103² Geospatial Data Analysis   To be announced
DSS5104² Machine Learning and Predictive Modelling   To be announced
DSS5105 Data Science Projects in Practice TAN Tian Huat  
DSS5201² Data Visualisation   To be announced
DSS5202 Sustainable Systems Analysis POH Kim Leng  
DSS5203 ESG Data for Sustainable Finance and Investments   To be announced
DSS5210² Research/Industry Project I PHAM Thi Kim Cuc To be announced
DSS5211² Research/Industry Project II PHAM Thi Kim Cuc To be announced
  MSc Statistics (Coursework)    
ST5201X3 Statistical Foundations of Data Science ZHANG Yao  
ST5202/ST5202X3 Applied Regression Analysis   To be announced
ST52033 Design of Experiments    To be announced
ST5209X3 Analysis of Time Series Data   To be announced
ST5211X3 Sampling from Finite Populations LI Jinzhou  
ST5188^ Applied Data Science Project   To be announced
ST5207 Nonparametric Regression Bilol BANERJEE  
ST5212 Survival Analysis   To be announced
ST5213 Advanced Categorical Data Analysis Linda TAN  
ST5218 Advanced Statistical Methods in Finance   To be announced
ST5221 Stochastic Processes and Applications Michael CHOI  
ST5225 Statistical Analysis of Networks Adrian ROELLIN  
ST5226 Spatial Statistics LI Cheng  
ST5227 Applied Statistical Learning Creighton HEAUKULANI  
ST5229 Deep Learning in Data Analytics   To be announced
ST5230 Applied Natural Language Processing   To be announced
ST5290 Data Science Industry Project ZHANG Jin-Ting To be announced
  PhD Statistics    
ST6101 
(former ST5215)		 Advanced Statistical Theory  SHEN Shuting  
ST6102 
(former ST5224)		 Advanced Statistical Theory II   To be announced
ST6103 
(former ST5214)		 Advanced Probability Theory Somabha MUKHERJEE  
ST6104 
(former ST5223)		 Statistical Models   To be announced
ST6105 
(former ST5222)		 Computational Statistics LI Jialiang  
ST6120
(former ST5198)		 Graduate Seminar Module CHIA Hui Teng  
ST6242 Topics II Bhaswar BHATTACHARYA  
  Others    
GEA1000 Quantitative Reasoning with Data CHIA Hui Teng To be announced
HS2914 How to Teach Humans and Machines to Talk   To be announced
∗IND5003 Data Analytics for Sense Making Vik GOPAL  
ST5201 Statistical Foundations of Data Science YAO Zhigang  

Special Term AY 2026/2027

Code

Title

Special Term (Part 1) 
DSS5210 Research/Industry Project I PHAM Thi Kim Cuc
DSS5211 Research/Industry Project II PHAM Thi Kim Cuc
ST5290 Data Science Industry Project CHOI Kwok Pui/ZHANG Jin-Ting

1 Co-taught with staff from Department of Economics 
2 Not open to MSc Statistics (Coursework) students 
3 There are TWO lecture groups for ST5201X, ST5202/ST5202X,  ST5203, ST5209X and ST5211X
∗ Only open to MSc (Industry 4.0) students

 

 

 

Timetable Links

Class timetables are published about one month before a semester begins. Students may still plan ahead for an entire academic year but should note that the unpublished timetable is subject to change without notice. Hence, it is always advisable to have contingency plans.