Specialized subjects
Deep learning Machine learning: mathematical foundations Applied machine learning Computer vision Neural networks for mobile applications Reinforcement learning and its applications Natural language processing Intelligent decision support systems Legal basis of artificial intelligence technologies Big Data mining
Program Overview
The Master's program is aimed at graduates of IT, mathematical and economic fields of study. It is designed to train research personnel in the field of applied Mathematics and Computer science, along with theoretical knowledge, who fully possess practical skills in software development related to machine learning methods, in particular, neural networks (Deep Learning), Reinforcement Learning, text processing in natural language (Natural Language Processing), time series forecasting, computer vision. Students take part in the process of learning and acquiring data analysis skills, which is full of interesting tasks. To be able to run deep learning algorithms, the I.I.Vorovich Institute of Mathematics, Mechanics and Computer Science has a computer class with sufficiently powerful video cards (GeForce RTX 2080 Ti). An opportunity has been opened to participate in scientific projects of the I.I. Vorovich MMK Institute, which may be related to the topics of master's theses. Undergraduates take part in the work of student scientific conferences of the Southern Federal University, All-Russian and international scientific conferences, actively participate in sports and social life.
Prospects. Career & Employment
Graduates of the program will be able to find work at scientific organizations, universities, IT, construction and design fields, business, law enforcement agencies, the banking sector, and manufacturing enterprises. Sample job titles include: Mathematician, Actuary, Budget or Financial Analyst, CAD Designer, Computer Programmer, Data Scientist, Inventory Strategist, etc. Moreover, theres a possibility of continuing education at the PhD program.
Why is it important to pursue a higher education?
The Master's program "Artificial Intelligence: Mathematical models and applied solutions" is aimed at graduates of IT, mathematical and economic specialties and fields of study. It is designed to train research personnel in the field of applied mathematics and computer science, along with theoretical knowledge, who fully possess practical skills in software development related to machine learning methods, in particular, neural networks (Deep Learning), Reinforcement Learning, and natural language text processing. Language Processing), time series forecasting, and computer vision.