Course list updated 15 December 2025
Courses offered in AY2024/2025 here
* denotes Course Coordinator
Courses offered in AY2024/2025 here
| Crse Code | Crse Title | AY25/26 Semester 1 | AY25/26 Semester 2 | AY25/26 Special Term I | AY25/26 Special Term II |
|---|---|---|---|---|---|
| CS1231 | Discrete Structures | Wong Tin Lok | Li Wei | ||
| CS2040HS | Data Structures and Algorithms | Zhang Louxin | |||
| 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) |
||
| 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) |
||
| 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) |
||
| 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 | Alvin Chua | |||
| 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) |
||
| 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 [Apply for course] | |||
| 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) |
||
| 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 [Apply for course] | |||
| 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) |
||
| 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) |
||
| 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) |
||
| 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 | Marko Hans Weber | |||
| QF5203 | Risk Management | Julian Sester | |||
| QF5203A | Risk Management | Julian Sester | |||
| QF5204 | Numerical Methods in Quantitative Finance | Ji Hui | |||
| QF5205 | Topics in Quantitative Finance I | David Lee | |||
| 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 | Chen Ying* Seh 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 | Chen Huaxin | |||
| QF5310 | Data Analysis and Machine Learning in Finance | ||||
| QF5311 | Foreign Exchange Market | ||||
| QF5312 | Statistical Models and Methods in Finance | SJTU Staff | |||
| 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 |