Modern machine learning is at the cutting edge of various disciplines in-mathematics and computer science. One of the most dynamic areas of modern science, it encompasses mathematical statistics, machine learning, optimization, and information and complexity theory. Right from the start, students work in thematic groups and actively participate in research, learning from Skoltech and HSE scientists and top international experts in statistics, optimization and machine learning.
A successful graduate of this track will:- have profound knowledge of modern methods and approaches in statistical learning, including mathematical statistics, stochastic processes, and convex optimization
- be able to further develop and apply these methods in order to address applied tasks in data analysis.