# Course Code Title Offered Prerequisites Term Type Textbook Notes
1. COMP6713 Natural Language Processing T1 MATH1081,9444 26T1 Elective na
2. FINS5513 Investments and Portfolio Selection T1,2,3 8750 program 26T1 Elective na
3. FINS5536 Fixed Income Securities and Interest Rate Derivatives T2 5513 26T2 Elective na pricing, hedging, risk management. options, futures and swaps (int rate derivs)
4. MATH5856 Introduction to Statistics and Statistical Computations T2 26T2 Elective na recommended for 5905
6. MATH5960 Bayesian Inference and Computation T3 2801/2901 26T3 Elective
7. MATH5825 Measure, Integration and Probability T3 U5705 26T3 Elective na implicit prereq for 5835
8. MATH5905 Statistical Inference T1,2,3 U5846,U5856 27T1 Core na
9. COMP9518 Advanced Machine Learning T2 9517 27T2 Elective na
10. MATH5845 Time Series T2 27T2 Elective na
11. MATH5855 Multivariate Analysis T3 27T3 Elective na
12. MATH5835 Advanced Stochastic Processes T1 U5825 28T1 Core na Difficult. Requires an understanding of Real Analysis and Measure Theory
13. MATH5806 Applied Regression Analysis T2 28T2 Elective na splines, poisson / binomial regression
14. MATH5925 Project (12uoc) T1,2,3 36UoC 28T2 Core na