PhD Докторантура · 4 years

Intelligent systems

Create new methods, models and technologies of artificial intelligence. The program trains researchers in the fields of intelligent systems, machine and deep learning, mining and big data processing. Doctoral students conduct independent research and develop solutions for complex scientific and applied problems.

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Language

English

About the program

Create new knowledge and technologies in the field of artificial intelligence

The program is designed to train researchers capable of creating new models, methods, and architectures of intelligent systems. Doctoral students study modern methods of artificial intelligence, data mining, Big Data processing, deep learning, neural networks, forecasting and intelligent modeling. The program is based on independent research work: setting scientific problems, developing and testing new methods, conducting computational experiments, analyzing results, preparing scientific publications and doctoral dissertations. Research can be aimed at creating intelligent information systems and decision support systems., methods of data analysis, predictive models, neural network solutions and other AI systems for science and industry.

What you will learn

Formulate current scientific problems and research hypotheses
Develop new methods and models of intelligent systems
Design architectures of artificial neural networks
Apply and improve machine learning and deep learning algorithms
Work with large amounts of structured and unstructured data
Apply data mining methods
Build predictive and intelligent models
Design intelligent information systems
Conduct computational experiments and evaluate the effectiveness of algorithms
Generate and substantiate new scientific ideas
Prepare scientific articles and present the results to the international scientific community
Plan and implement research projects

Учебный план

Что вы будете изучать

From mastering modern AI and Data Science methods to independent research, scientific approbation, and doctoral dissertation defense.

1 year

Artificial intelligence methods and scientific training

01 Intelligent systems
02 Data mining
03 Methods of big data analysis and processing
04 Academic writing
05 Scientific research methods
06 Theoretical computer Engineering
07 Modern Management Theory / Current problems in forecasting / Deep learning Methods

2 year

Research and approbation of the results

01 Independent research work
02 Development and experimental verification of models and methods
03 Preparation of scientific publications
04 Approbation of research results

3 year

Completion of the doctoral research

01 Continuation of scientific research work
02 Scientific internship
03 Publication and presentation of research results
04 Generalization and verification of the results obtained
05 Preparation of a doctoral thesis

Career

Where graduates work

Graduates of the program continue their careers at universities, research centers, R&D departments, and technology companies that create solutions in the field of artificial intelligence and data analysis. With the accumulation of experience, the graduate can develop in the areas of R&D leadership, scientific leadership, development of new AI technologies and management of research teams.

AI Researcher
Machine Learning Researcher
Research Scientist
Research Engineer
Researcher in Data Analytics
Architect of intelligent systems
Engineer-developer of artificial neural networks
Researcher of intelligent systems
University lecturer and Researcher
Head of research projects

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