Study year 1

General Courses

Mandatory courses

Course code	Course name	Scope	Educational level
AK2036	Theory and Methodology of Science with Applications (Natural and Technological Science)	7.5 hp	Second cycle
SF2520	Applied Numerical Methods	7.5 hp	Second cycle
SF2940	Probability Theory	7.5 hp	Second cycle

Conditionally elective courses

Course code	Course name	Scope	Educational level
SF2812	Applied Linear Optimization	7.5 hp	Second cycle
SF2832	Mathematical Systems Theory	7.5 hp	Second cycle
SF2863	Systems Engineering	7.5 hp	Second cycle

Optional courses

Course code	Course name	Scope	Educational level
BB2280	Molecular Modeling	7.5 hp	Second cycle
BB2300	Computational Chemistry	7.5 hp	Second cycle
BB2441	Bioinformatics	7.5 hp	Second cycle
DD2257	Visualization	7.5 hp	Second cycle
DD2358	Introduction to High Performance Computing	7.5 hp	Second cycle
DD2365	Advanced Computation in Fluid Mechanics	7.5 hp	Second cycle
DD2421	Machine Learning	7.5 hp	Second cycle
DD2435	Mathematical Modelling of Biological Systems	9 hp	Second cycle
SF1811	Optimization	6 hp	First cycle
SF2521	Numerical Solutions of Differential Equations	7.5 hp	Second cycle
SF2522	Computational Methods for Stochastic Differential Equations	7.5 hp	Second cycle
SF2524	Matrix Computations for Large-scale Systems	7.5 hp	Second cycle
SF2561	The Finite Element Method	7.5 hp	Second cycle
SF2565	Program Construction in C++ for Scientific Computing	7.5 hp	Second cycle
SF2566	Advanced Individual Course in Scientific Computing	6 hp	Second cycle
SF2567	Project Course in Scientific Computing	7.5 hp	Second cycle
SF2568	Parallel Computations for Large- Scale Problems	7.5 hp	Second cycle
SF2701	Financial Mathematics, Basic Course	7.5 hp	Second cycle
SF2822	Applied Nonlinear Optimization	7.5 hp	Second cycle
SF2842	Geometric Control Theory	7.5 hp	Second cycle
SF2866	Applied Systems Engineering	7.5 hp	Second cycle
SF2930	Regression Analysis	7.5 hp	Second cycle
SF2935	Modern Methods of Statistical Learning	7.5 hp	Second cycle
SF2942	Portfolio Theory and Risk Management	7.5 hp	Second cycle
SF2943	Time Series Analysis	7.5 hp	Second cycle
SF2955	Computer Intensive Methods in Mathematical Statistics	7.5 hp	Second cycle
SF2956	Topological Data Analysis	7.5 hp	Second cycle
SF2957	Statistical Machine Learning	7.5 hp	Second cycle
SF2971	Martingales and Stochastic Integrals	7.5 hp	Second cycle
SF2972	Game Theory	7.5 hp	Second cycle
SF2975	Financial Derivatives	7.5 hp	Second cycle
SF2980	Risk Management	7.5 hp	Second cycle
SG2212	Computational Fluid Dynamics	7.5 hp	Second cycle
SG2224	Applied Computational Fluid Dynamics	5 hp	Second cycle

Supplementary information

At least one of the conditionally elective courses has to be studied. The course/courses can be studies either during year one or two.

Note that due to overlap it is not possible to select both SF2935 and DD2421.

Specialisations: Track, Computational Mathematics (COMA)

Mandatory courses

Course code	Course name	Scope	Educational level
SF2521	Numerical Solutions of Differential Equations	7.5 hp	Second cycle
SF2568	Parallel Computations for Large- Scale Problems	7.5 hp	Second cycle

Specialisations: Track, Financial Mathematics (FMIA)

Mandatory courses

Course code	Course name	Scope	Educational level
SF2701	Financial Mathematics, Basic Course	7.5 hp	Second cycle

Conditionally elective courses

Course code	Course name	Scope	Educational level
SF2930	Regression Analysis	7.5 hp	Second cycle
SF2943	Time Series Analysis	7.5 hp	Second cycle

Supplementary information

Among the conditionally elective courses at least one course from each year has to be studied: SF2943 or SF2930 and SF2975 or SF2980.

Specialisations: Track, Optimization and Systems Theory (OPSA)

Conditionally elective courses

Course code	Course name	Scope	Educational level
SF2812	Applied Linear Optimization	7.5 hp	Second cycle
SF2822	Applied Nonlinear Optimization	7.5 hp	Second cycle
SF2832	Mathematical Systems Theory	7.5 hp	Second cycle
SF2842	Geometric Control Theory	7.5 hp	Second cycle
SF2863	Systems Engineering	7.5 hp	Second cycle
SF2866	Applied Systems Engineering	7.5 hp	Second cycle

Supplementary information

At least 3 of the conditionally elective courses on the track has to be studied in addition to the already choosen conditionally elective course in the base block.

Specialisations: Track, Statistical Learning and Data Analytics (SIDA)

Mandatory courses

Course code	Course name	Scope	Educational level
SF2930	Regression Analysis	7.5 hp	Second cycle
SF2955	Computer Intensive Methods in Mathematical Statistics	7.5 hp	Second cycle

Supplementary information

This track replaces the track in Mathematical Statistics for students starting HT17.