Statistical physics & data
The example study paths have been published also here.
SUGGESTED COURSES:
|
| ECTS |
COMPULSORY COURSES |
|
|
| MSc Thesis | 30 |
| Seminar | 5 |
THEOR/ MATH PHYSICS | FYS2015 Statistical mechanics | 5 |
| TCM320 Stochastic methods A | 5 |
| TCM321 Stochastic methods B | 5 |
| TCM309 Kinetic Theory | 10 |
| TCM306 Advanced statistical physics | 5 |
PROGRAMMING AND NUMERICAL METHODS | MATR322 Numerical Methods in Scientific Computing | 10 |
| PAP334 Statistical methods | 5 |
| MATR323 Basics of Monte Carlo simulations | 5 |
MATHEMATICS | MAST30130 Introduction to mathematical physics A | 5 |
| MAST32001 Computational Statistics I | 5 |
| MAST31709 Optimal stochastic control | 5 |
DATA SCIENCE | DATA11001 Introduction to Data Science | 5 |
| DATA11002 Introduction to Machine Learning | 5 |
| DATA12001 Advanced Course in Machine Learning | 5 |
| DATA16001 Network Analysis | 5 |
SUGGESTED SCHEDULE:
1. YEAR FALL SEMESTER |
|
| TCM320 Stochastic methods A |
| TCM321 Stochastic methods B |
| FYS2015 Statistical mechanics |
| DATA11001 Introduction to Data Science |
| PAP334 Statistical methods |
2. YEAR FALL SEMESTER |
|
| DATA11002 Introduction to Machine Learning |
| DATA12001 Advanced Course in Machine Learning |
| TCM306 Advanced statistical physics |
| MATR322 Numerical Methods in Scientific Computing |
| MAST30130 Introduction to mathematical physics A |
| MAST32001 Computational Statistics I |
2. YEAR FALL SEMESTER |
|
| TCM309 Kinetic Theory |
| MAST31709 Optimal stochastic control |
| DATA16001 Network Analysis |
| MATR323 Basics of Monte Carlo simulations |
2. YEAR SPRING SEMESTER |
|
| seminar |
| completion of thesis |