Compulsory courses, computer labs and restricted choice courses offered by the programme

Compulsory courses

Course name	Semester	Type	Credits
Advanced Statistics and Modelling	2	Lec+Prac	4
Data Exploration and Visualisation	2	Lec+Prac	4
Data Models and Databases in Science	3	Lec+Prac	4
Data Mining and Machine Learning	3	Lec+Prac	4
Total credits			16

Advanced computer labs

Course name	Semester	Type	Credits
Data Science Computer Lab	3	Lab	5
Scientific Modelling Computer Lab	4	Lab	5
Total credits			10

Restricted choice courses

Course name	Semester	Type	Credits
Visualization	2	Lecture	3
Structure and Dynamics of Complex Networks	2	Lecture	3
Modern Numerical Methods in Physics	2	Lecture	4
Models of Infocommunication Networks	3	Lec+Prac	4
Scientific Programming of Graphical Processors	2	Lecture	3
Scientific Programming of Graphical Processors 2	3	Lecture	3
Quantitative Models in Cell and Developmental Biology	3	Lecture	3
Statistical Physics of Biological Systems	3	Lecture	3
Computational Studies of Electron Systems	3	Lecture	3
Quantitative Analysis of Intracellular Signal Transduction Networks	2	Lecture	3
Quantum Chromodynamics	3	Lecture	3
Gravitational Wave Astrophysics	2	Lecture	3
The Theory of Financial Risks	2	Lecture	3
Physics of Environmental Flows	3	Lecture	3
Data Mining in Physics	3	Lecture	4
Computer-Aided Modeling Laboratory	3	Lab	3
Complex Systems Simulation	4	Lab	3
Modern Programming Languages	1	Lec+Prac	4
Total credits			>=8