Courses & Timetables » Courses Offered
* denotes Course Coordinator
Crse Code | Crse Title | AY25/26 Semester 1 | AY25/26 Semester 2 | AY25/26 Special Term I | AY25/26 Special Term II |
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CS1231 | Discrete Structures | Wong Tin Lok | Li Wei | ||
DSA2102 | Essential Data Analytics Tools: Numerical Computation | Timothy Wertz | Timothy Wertz | ||
DSA3102 | Essential Data Analytics Tools: Convex Optimisation | Soh Yong Sheng | Gao Yihang | ||
DSA5101 | Introduction to Big Data for Industry | Aaron Low Yi Rui | |||
DSA5102 | Foundations of Machine Learning | Wang Lihan | |||
DSA5103 | Optimization Algorithm for Data Modelling | Lam Xin Yee | |||
DSA5104 | Principle of Data Management and Retrieval | Liu Jie* Yang Xiaoyan | |||
DSA5105 | Principles of Machine Learning | Yang Liu* Nguyen Hung Minh Tan | |||
DSA5106 | Deep Learning: Foundations and Techniques | Aaron Low Yi Rui | |||
DSA5201 | DSML Industry Consulting and Applications Project | Zhu Chengbo (Internship) | Zhang De-Qi (Internship) | Aaron Low Yi Rui (Internship) | Aaron Low Yi Rui (Internship) |
DSA5202 | Advanced Topics in Machine Learning | Yang Liu | |||
DSA5203 | Visual Data Processing and Interpretation | Ji Hui | |||
DSA5204 | Deep Learning and Applications | Aaron Low Yi Rui | |||
DSA5205 | Data Science in Quantitative Finance | Dong Xiaoyu | |||
DSA5206 | Advanced Topics in Data Science | Zhang Louxin | |||
DSA5207 | Text Processing & Interpretation with Machine Learning | Nguyen Hung Minh Tan | |||
DSA5208 | Scalable Distributed Computing for Data Science | Cai Zhenning | |||
DSA5209 | Stochastic Methods and Inferences for Big Data | Wang Lihan | |||
DSE2310 | FOS Undergraduate Professional Internship Programme 1ST | Special Term I & II Internship (Min. 10 weeks) | Special Term I & II Internship (Min. 10 weeks) |
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DSE2312 | FOS Undergraduate Professional Internship Programme 2S1 | Internship (Min. 18 weeks) | |||
DSE2313 | FOS Undergraduate Professional Internship Programme 2S2 | Internship (Min. 18 weeks) | |||
DSE3310 | FOS Undergraduate Professional Internship Programme 2ST | Special Term I & II Internship (Min. 10 weeks) | Special Term I & II Internship (Min. 10 weeks) |
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DSE3312 | FOS Undergraduate Professional Internship Programme 3S1 | Internship (Min. 18 weeks) | |||
DSE3313 | FOS Undergraduate Professional Internship Programme 3S2 | Internship (Min. 18 weeks) | |||
DSE4101 | Capstone Project in Data Science and Economics I | Huang Ta-Cheng (Econs Staff) Project-based | (DSDS Staff) Project-based | ||
DSE4201 | Capstone Project in Data Science and Economics II | Project-based | Project-based | ||
DSE4211/QF4211 | Digital Currencies | Liu Chunchun | |||
DSE4212/QF4212 | Data Science in FinTech | Julian Sester | |||
DSE4310 | FOS Undergraduate Professional Internship Programme 3ST | Special Term I & II Internship (Min. 10 weeks) | Special Term I & II Internship (Min. 10 weeks) |
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DSE4312 | FOS Undergraduate Professional Internship Programme 4S1 | Internship (Min. 18 weeks) | |||
DSE4313 | FOS Undergraduate Professional Internship Programme 4S2 | Internship (Min. 18 weeks) | |||
HS1501 | Artificial Intelligence and Society | Wong Tin Lok* Vincent Tan Nguyen Hung Minh Tan Li Yangzi Yu Chien Siang | Wong Tin Lok* Vincent Tan Nguyen Hung Minh Tan Li Yangzi Yu Chien Siang | ||
HS1502 | Conceptual Introduction to Machine Learning | ||||
HS2928 | Grasping Infinity: Paradoxes and Applications | Wong Tin Lok | |||
MA1100 | Basic Discrete Mathematics | Lee Soo Teck | Lee Soo Teck | ||
MA1100T | Basic Discrete Mathematics (T) | Charmaine Sia | |||
MA1301 | Introductory Mathematics | Wang Fei* Christian Go | Chua Seng Kee | ||
MA1301X | Introductory Mathematics (for iBLOC) | Tan Ban Pin | Tan Ban Pin | ||
MA1311 | Matrix Algebra | ||||
MA1312 | Calculus with Applications | Tan Ban Pin | |||
MA1505 | Mathematics I | Leung Ka Hin | |||
MA1508E | Linear Algebra for Engineering | Jonathon Teo Yi Han | |||
MA1511 | Engineering Calculus | Tan Ban Pin | Tan Ban Pin | ||
MA1512 | Differential Equations for Engineering | Christian Go | Christian Go | ||
MA1513 | Linear Algebra with Differential Equations | Victor Tan | Victor Tan | ||
MA1521 | Calculus for Computing | To Wing Keung* Leung Ka Hin | Chin Chee Whye* Dong Xiaoyu | ||
MA1522 | Linear Algebra for Computing | Jonathon Teo Yi Han* Lo Chi-Heng | Tan Kai Meng* Benoit Corsini | ||
MA2001 | Linear Algebra I | Ng Kah Loon* Charmaine Sia | Charmaine Sia* Akshay Hegde | ||
MA2002 | Calculus | Wang Fei* Bao Huanchen | Zhang Lei* Tan Ser Peow | ||
MA2101 | Linear Algebra II | Zhang De-Qi | Brett McInnes | ||
MA2101S | Linear Algebra II (S) | David Hansen [Apply for course] | |||
MA2104 | Multivariable Calculus | Loke Hung Yean | Zhang De-Qi | ||
MA2108 | Mathematical Analysis I | Lee Si Ying | Linus Richter | ||
MA2108S | Mathematical Analysis I (S) | Yang Lei [Apply for course] | |||
MA2116/ST2131 | Probability | Chin Chee Whye* Benoit Corsini | DSDS Staff | ||
MA2116T | Probability (T) | Sun Rongfeng | |||
MA2202 | Algebra I | Lo Chi-Heng | |||
MA2202S | Algebra I (S) | Zhu Chengbo [Apply for course] | |||
MA2213 | Numerical Analysis I | Fu Zhaohui | |||
MA2214 | Combinatorics and Graphs I | Tran Chieu Minh | |||
MA2219 | Introduction to Geometry | ||||
MA2288 | Basic UROPS in Mathematics I | Project-based | Project-based | ||
MA2289 | Basic UROPS in Mathematics II | Project-based | Project-based | ||
MA2310 | FOS Undergraduate Professional Internship Programme 1ST | Special Term I & II Internship (Min. 10 weeks) | Special Term I & II Internship (Min. 10 weeks) |
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MA2311 | Techniques in Advanced Calculus | Tan Ban Pin | Leung Man Chun | ||
MA2312 | Introduction to Differential Equations | ||||
MA2312U | FOS Undergraduate Professional Internship Programme 2S1 | Internship (Min. 18 weeks) | |||
MA2313 | FOS Undergraduate Professional Internship Programme 2S2 | Internship (Min. 18 weeks) | |||
MA2401 | Introductory Mathematics with R | Christian Go | |||
MA3201 | Algebra II | Finn Wiersig | |||
MA3205 | Set Theory | Goh Jun Le | |||
MA3209 | Metric and Topological Spaces | Wei Daren | |||
MA3210 | Mathematical Analysis II | Chua Seng Kee | |||
MA3211 | Complex Analysis I | To Wing Keung | |||
MA3211S | Complex Analysis I (S) | Dinh Tien Cuong [Apply for course] | |||
MA3218 | Applied Algebra | ||||
MA3219 | Computability Theory | ||||
MA3220 | Ordinary Differential Equations | Edmund Karasiewicz | |||
MA3227 | Numerical Analysis II | ||||
MA3229 | Introduction to Geometric Modelling | ||||
MA3233 | Combinatorics and Graphs II | Tran Chieu Minh | |||
MA3236 | Nonlinear Programming | Lam Xin Yee | |||
MA3238/ST3236 | Stochastic Processes I | DSDS Staff | |||
MA3238S | Stochastic Processes I (S) | Matteo Mucciconi | |||
MA3252 | Linear and Network Optimisation | Han Shaoning | |||
MA3256 | Applied Cryptography | ||||
MA3259 | Mathematical Methods in Genomics | ||||
MA3264 | Mathematical Modelling | Brett McInnes | |||
MA3265 | Introduction to Number Theory | Arghya Sadhukhan | |||
MA3269 | Mathematical Finance I | ||||
MA3270 | Mathematics for Artificial Intelligence | Subhroshekhar Ghosh | |||
MA3288 | Advanced UROPS in Mathematics I | Project-based | Project-based | ||
MA3289 | Advanced UROPS in Mathematics II | Project-based | Project-based | ||
MA3291 | Undergraduate Seminar in Mathematics | ||||
MA3310 | FOS Undergraduate Professional Internship Programme 2ST | Special Term I & II Internship (Min. 10 weeks) | Special Term I & II Internship (Min. 10 weeks) |
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MA3311 | Undergraduate Professional Internship Programme | ||||
MA3312 | FOS Undergraduate Professional Internship Programme 3S1 | Internship (Min. 18 weeks) | Internship (Min. 18 weeks) | ||
MA3313 | FOS Undergraduate Professional Internship Programme 3S2 | Internship (Min. 18 weeks) | Internship (Min. 18 weeks) | ||
MA4198 | Mathematics Capstone Project | Project-based | Project-based | ||
MA4199 | Honours Project in Mathematics | ||||
MA4201 | Commutative Algebra | ||||
MA4203 | Galois Theory | Ian Gleason | |||
MA4207 | Mathematical Logic | Dilip Raghavan | |||
MA4211 | Functional Analysis | Timothy Wertz | |||
MA4221 | Partial Differential Equations | Yu Sifan | |||
MA4229 | Fourier Analysis and Approximation | Li Qianxiao | |||
MA4230 | Matrix Computation | Wang Yangshuai | |||
MA4233 | Dynamical Systems | Wei Daren | |||
MA4235 | Topics in Graph Theory | Huang Hao | |||
MA4247 | Complex Analysis II | ||||
MA4251/ST4238 | Stochastic Processes II | DSDS Staff | |||
MA4252 | Advanced Ordinary Differential Equations | ||||
MA4254 | Discrete Optimization | Jonathan Scarlett | |||
MA4255 | Numerical Methods in Differential Equations | Yu Sifan | |||
MA4260 | Stochastic Operations Research | Toh Kim Chuan | |||
MA4261 | Information and Coding Theory | ||||
MA4262 | Measure and Integration | Akshay Hegde | |||
MA4263 | Introduction to Analytic Number Theory | Emile Okada | |||
MA4264 | Game Theory | ||||
MA4266 | Introduction to Algebraic Topology | Baris Kartal | |||
MA4267 | Discrete Time Finance | ||||
MA4268 | Mathematics for Visual Data Processing | Xie Xingyu | |||
MA4270 | Data Modelling and Computation | Wang Yangshuai | |||
MA4271 | Differential Geometry of Curves and Surfaces | Loke Hung Yean | |||
MA4272 | Mathematical tools for Data Science | ||||
MA4273 | Algebraic Geometry of Curves and Surfaces | ||||
MA4274 | Fast Iterative Solvers with Applications | ||||
MA4275 | Mathematics of Reinforcement Learning | Tong Xin | |||
MA4288O | Undergraduate Project in Mathematics | Project-based | Project-based | ||
MA4288P | Undergraduate Project in Mathematics | Project-based | Project-based | ||
MA4291 | Undergraduate Topics in Mathematics I | Umberto De Ambroggio | |||
MA4292 | Undergraduate Topics in Mathematics II | ||||
MA4310 | FOS Undergraduate Professional Internship Programme 3ST | Special Term I & II Internship (Min. 10 weeks) | Special Term I & II Internship (Min. 10 weeks) |
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MA4312 | FOS Undergraduate Professional Internship Programme 4S1 | Internship (Min. 18 weeks) | |||
MA4313 | FOS Undergraduate Professional Internship Programme 4S2 | Internship (Min. 18 weeks) | |||
MA5198 | Graduate Seminar Course in Mathematics | Seminar-based [More info] | Seminar-based [More info] | ||
MA5202 | Number Theory | ||||
MA5203 | Graduate Algebra I | ||||
MA5204 | Commutative and Homological Algebra | Finn Wiersig | |||
MA5205 | Graduate Analysis I | Yu Hui | |||
MA5206 | Graduate Analysis II | Yao Yao | |||
MA5208 | Algebraic Geometry | Ian Gleason | |||
MA5209 | Algebraic Topology | Baris Kartal | |||
MA5210 | Differentiable Manifolds | ||||
MA5211 | Lie Theory | Emile Okada | |||
MA5213 | Advanced Partial Differential Equations | ||||
MA5216 | Differential Geometry | ||||
MA5217 | Graduate Complex Analysis | ||||
MA5218 | Representation Theory | Tan Kai Meng | |||
MA5219 | Logic and Foundation of Mathematics I | ||||
MA5220 | Logic and Foundation of Mathematics II | Frank Stephen | |||
MA5232 | Modeling and Numerical Simulations | Ren Weiqing* Li Qianxiao Soh Yong Sheng Yang Liu | |||
MA5233 | Computational Mathematics | Chu Delin | |||
MA5235 | Advanced Graph Theory | ||||
MA5236 | Homology Theory | ||||
MA5238 | Fourier Analysis | ||||
MA5240 | Finite Element Method | ||||
MA5241 | Computational Harmonic Analysis | ||||
MA5242 | Wavelets | ||||
MA5243 | Advanced Mathematical Programming | Han Shaoning | |||
MA5244 | Advanced Topics in Operations Research | ||||
MA5245 | Advanced Financial Mathematics | ||||
MA5248 | Stochastic Analysis in Mathematical Finance | Daniel Bartl | |||
MA5249 | Stochastic Processes and Algorithms | ||||
MA5250 | Computational Fluid Dynamics | Cai Zhenning | |||
MA5251 | Spectral Methods and Applications | ||||
MA5252 | Methods of Applied Mathematics | Liao Yulei | |||
MA5253 | Riemann Surfaces | Chin Chee Whye | |||
MA5259 | Introductory Probability | Umberto De Ambroggio | |||
MA5260 | Advanced Probability | Matteo Mucciconi | |||
MA5261 | Applied Stochastic Processes | ||||
MA5262 | Stochastic Operations Research Models | ||||
MA5264 | Computational Molecular Biology II | ||||
MA5265 | Advanced Numerical Analysis | ||||
MA5266 | Optimization | Toh Kim Chuan | |||
MA5267 | Stochastic Calculus | ||||
MA5268 | Theory and Algorithms for Nonlinear Optimization | ||||
MA5269 | Optimal Stopping and Stochastic Control in Finance | ||||
MA5270 | Game Theory and Applications | Leung Man Chun | |||
MA5271 | Introduction to Computational Mathematics | Chu Delin | |||
MA5272 | Mathematical Underpinnings of Data Science | ||||
MA5295 | Dissertation for MSc by Coursework | ||||
MA5401 | Graduate Internship in Mathematics I | Zhang Lei Internship 6-week (self-sourced) | Zhang Lei Internship 6-week (self-sourced) | Zhang Lei Special Term I & II Internship 6-week (self-sourced) | Zhang Lei Special Term I & II Internship 6-week (self-sourced) |
MA5402 | Graduate Internship in Mathematics II | Zhang Lei Internship 12-week (self-sourced) | Zhang Lei Internship 12-week (self-sourced) | Zhang Lei Special Term I & II Internship 12-week (self-sourced) | Zhang Lei Special Term I & II Internship 12-week (self-sourced) |
MA6201 | Topics in Algebra and Number Theory I | Lee Si Ying | |||
MA6202 | Approximate Subgroups | ||||
MA6205 | Topics in Analysis I | ||||
MA6206 | Topics in Analysis II | ||||
MA6211 | Topics in Geometry and Topology I | ||||
MA6212 | Topics in Geometry and Topology II | ||||
MA6215 | Topics in Differential Equations | ||||
MA6216 | Advanced Dynamical Systems | ||||
MA6217 | Homotopy Theory | ||||
MA6219 | Recursion Theory | ||||
MA6220 | Model Theory | ||||
MA6221 | Topics in Combinatorics | ||||
MA6222 | Topics in Logic I | Goh Jun Le | |||
MA6223 | Topics in Logic II | ||||
MA6225 | Topics in Coding Theory and Cryptography | ||||
MA6235 | Topics in Financial Mathematics | ||||
MA6241 | Topics in Numerical Methods | ||||
MA6251 | Topics in Applied Mathematics I | Nguyen Hung Minh Tan | |||
MA6252 | Topics in Applied Mathematics II | ||||
MA6253 | Conic Programming | ||||
MA6291 | Topics in Mathematics I | Huang Hao | |||
MA6292 | Topics in Mathematics II | Soh Yong Sheng | |||
MA6293 | Topics in Mathematics III | Yu Hui | |||
MSI5102 | Essentials of Machine Learning | Zhang Louxin | |||
QF1100 | Introduction to Quantitative Finance | Liu Chunchun | Bertrand Sim | ||
QF2103 | Computing for Quantitative Finance | Lam Xin Yee | |||
QF2104 | Fundamentals of Quantitative Finance | Liu Chunchun | Xu Huansang | ||
QF2310 | FOS Undergraduate Professional Internship Programme 1ST | Special Term I & II Internship (Min. 10 weeks) | Special Term I & II Internship (Min. 10 weeks) |
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QF2312 | FOS Undergraduate Professional Internship Programme 2S1 | Internship (Min. 18 weeks) | |||
QF2313 | FOS Undergraduate Professional Internship Programme 2S2 | Internship (Min. 18 weeks) | |||
QF3101 | Investment Instruments and Risk Management | Li Wei | Li Wei | ||
QF3103 | Advanced Mathematics in Quantitative Finance | Charmaine Sia | |||
QF3201 | Basic Derivatives and Bonds | ||||
QF3310 | FOS Undergraduate Professional Internship Programme 2ST | Special Term I & II Internship (Min. 10 weeks) | Special Term I & II Internship (Min. 10 weeks) |
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QF3311 | Undergraduate Professional Internship Programme | ||||
QF3312 | FOS Undergraduate Professional Internship Programme 3S1 | Internship (Min. 18 weeks) | Internship (Min. 18 weeks) | ||
QF3313 | FOS Undergraduate Professional Internship Programme 3S2 | Internship (Min. 18 weeks) | Internship (Min. 18 weeks) | ||
QF4102 | Financial Modelling & Computation | Bertrand Sim | |||
QF4103 | Mathematical Models of Financial Derivatives | Bertrand Sim | |||
QF4204 | Project in Quantitative Finance and Fintech | Project-based | Project-based | ||
QF4199 | Honours Project in Quantitative Finance | ||||
QF4205 | Time Series Analysis for Quantitative Finance | Bertrand Sim | |||
QF4288 | Undergraduate Project in Quantitative Finance | Project-based | Project-based | ||
QF4310 | FOS Undergraduate Professional Internship Programme 3ST | Special Term I & II Internship (Min. 10 weeks) | Special Term I & II Internship (Min. 10 weeks) |
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QF4312 | FOS Undergraduate Professional Internship Programme 4S1 | Internship (Min. 18 weeks) | |||
QF4313 | FOS Undergraduate Professional Internship Programme 4S2 | Internship (Min. 18 weeks) | |||
QF5201 | Interest Rate Theory and Credit Risk | Cui Hanwen | |||
QF5201A | Interest Rate Theory and Credit Risk | ||||
QF5202 | Structured Products | Marko Hans Weber | |||
QF5202A | Structured Products | ||||
QF5203 | Risk Management | Julian Sester | |||
QF5203A | Risk Management | ||||
QF5204 | Numerical Methods in Quantitative Finance | Ji Hui | |||
QF5205 | Topics in Quantitative Finance I | David Lee* Xiao Zhang | |||
QF5205A | Topics in Quantitative Finance I | ||||
QF5206 | Topics in Quantitative Finance II | Chen Kan | |||
QF5206A | Topics in Quantitative Finance II | ||||
QF5207 | Investment and Portfolio Selection | Marko Hans Weber | |||
QF5207A | Investment and Portfolio Selection | ||||
QF5208 | AI & FinTech | Wang Sy Bor* Ser Huan Kiat | |||
QF5209 | Financial Derivatives: Modelling and Computation | Daniel Bartl* Samy Mohammed | |||
QF5209A | Financial Derivatives: Modelling and Computation | ||||
QF5210 | Financial Time Series: Theory and Computation | Chen Ying* Tong Xin | |||
QF5210A | Financial Time Series: Theory and Computation | ||||
QF5211 | Monte Carlo Methods in Quantitative Finance | Ren Weiqing | |||
QF5211A | Monte Carlo Methods in Quantitative Finance | ||||
QF5212 | Introduction to Quantitative Finance | Julian Sester* He Qiang | |||
QF5212A | Introduction to Quantitative Finance | ||||
QF5213 | Financial Management | Xu Weibiao | |||
QF5214 | Data Engineering for Quantitative Finance | Shao Jianhua | |||
QF5310 | Data Analysis and Machine Learning in Finance | ||||
QF5311 | Foreign Exchange Market | ||||
QF5312 | Statistical Models and Methods in Finance | ||||
QF5313 | Advanced Computational & Programming Methods in Finance | ||||
QF5314 | Basic Mathematics in Finance | ||||
QF5315 | Selected Topics in FinTech | SJTU Staff | |||
QF5401 | Graduate Internship in Quantitative Finance I | Liu Chunchun Internship (Min. 6 weeks) | Liu Chunchun Internship (Min. 6 weeks) | Liu Chunchun Special Term I & II Internship (Min. 6 weeks) | Liu Chunchun Special Term I & II Internship (Min. 6 weeks) |
QF5402 | Graduate Internship in Quantitative Finance II | ||||
DSA5102X | Foundations of Machine Learning | Recoded as DSA5105 | |||
MA1101R | Linear Algebra I | No longer offered | |||
MA1102R | Calculus | No longer offered | |||
MA1104 | Multivariable Calculus | No longer offered | |||
MA1421 | Basic Applied Mathematics for Sciences | No longer offered | |||
MA1506 | Mathematics II | No longer offered | |||
MA1507 | Advanced Calculus | No longer offered | |||
MA1508 | Linear Algebra with Applications | No longer offered | |||
MA2301 | Basic Applied Mathematics | No longer offered | |||
MA2501 | Differential Equations and Systems | No longer offered | |||
MA3110S | Mathematical Analysis II (S) | No longer offered | |||
MA3110 | Mathematical Analysis II | Recoded as MA3210 | |||
MA3111 | Complex Analysis I | Recoded as MA3211 | |||
MA3111S | Complex Analysis I (S) | Recoded as MA3211S | |||
MA3215 | Three-dimensional Differential Geometry | Upgraded to MA4271 | |||
MA3245 | Financial Mathematics I | No longer offered | |||
MA3501 | Mathematical Methods in Engineering | No longer offered | |||
MA4257 | Financial Mathematics II | No longer offered | |||
MA4269 | Financial Mathematics II | Recoded as QF4103 | |||
MA4269A | Financial Mathematics II | Recoded as MA5248A | |||
MA5231 | Advanced Dynamical Systems | No longer offered | |||
MA5237 | Homotopy Theory | No longer offered | |||
QF4201 | Financial Time Series: Theory and Computation | No longer offered | |||
QF4104 | Project in Quantitative Finance and Fintech | Recoded as QF4204 | |||
QF5299 | Quantitative Finance Project | No longer offered |