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Computer-Assisted Teaching and Big Data Technology

Master's Degree, Institute of Computer Technology and Information Security

09.04.03 Applied Informatics

Program length: 2 years

Language of study: Russian

Place of study: Taganrog


Purpose of this educational program:

The purpose of the educational program is to train highly qualified specialists for the digital economy who are able to manage the development of products, services and infrastructure solutions based on big data, improve and develop new methods, models, and machine learning algorithms.

A data scientist is not only one of the most sought;after and highly paid professions, but also a win-win choice for the second stage of higher education. The program combines a thorough academic approach, a global research agenda and project-based teaching methods. The main programming languages are Python, R and Go.


Core curriculum

Basis

Specialized subjects

  • Methodology of scientific activity
  • Professional and Academic Communication in Computer Science
  • Psychology of personal resource management
  • Software and hardware of information systems
  • Methodology of design and management of information systems
  • Modern problems and methods of applied informatics
  • IT project management
  • Algorithms and data structures
  • Python programming
  • Expert systems and knowledge bases
  • Mathematical methods of big data analysis
  • Machine learning methods
  • Big Data analytics systems
  • Big Data Analysis technologies
  • Intelligent Geoinformation Systems
  • Intelligent Internet technologies
  • Research project


Advantages of this study program:

  • Most of the classes are conducted remotely in the afternoon, which allows you to flexibly combine learning with work
  • A strategic (scientific) partner is the University Consortium of Big Data Researchers. Industrial partner ; Dibiai LLC, Rostov-on-Don ; Taganrog
  • The program was developed on the basis of an updated model of competencies in the field of artificial intelligence and the professional standard "Big Data Specialist" within the framework of a grant from the Ministry of Education and Science of the Russian Federation for the development of master's degree programs in the profile "Artificial Intelligence" - The program is implemented in a consortium of universities: KubSTU, MGTU, YURSPU (NPI), RSEU (RINH)
  • Academic trainings are held in Dibiai LLC, Sivizhinlab LLC, Research and Development Center LLC.


Prospects. Career & Employment

Employment: Big data analyst, scoring model developer, Data Scientist, research developer, Python developer, algorithm and data processing developer, Data Engineer, data warehouse and BI system developer.

Types of organizations and average salary levels: IT 90.000-200.000 rubles; banks 60.000-120.000 rubles; marketing, retail; telecom; science and education.