Master's degree educational programs

Persons entering the master’s degree or residency:
when applying to organizations of university and postgraduate education:
1) an application addressed to the head of the organization of higher and postgraduate education in any form;
2) document on higher education (original);
3) certificate of completion of the internship (for admission to residency);
4) identity document (required for personal identification);
5) six photographs 3x4 centimeters in size;
6) a medical certificate in the f

Curriculum

СЕМЕСТР 1

• History and philosophy of science-3 ECTS
• Pedagogy of Higher education-5 ECTS
• Language resources-5 ECTS
• Statistical methods for natural language processing-5 ECTS
• Information technology for NLP-5 ECTS
• Computational morphology-5 ECTS
• Language analysis-5 ECTS
• Speech processing-5 ECTS
• Formal Grammars-5 ECTS
• Dissertation Writing-1 ECTS
• Research Seminar-1 ECTS

СЕМЕСТР 2

• Research Seminar-1 ECTS
• Dissertation Writing-2 ECTS
• Programming technologies for NLP-5 ECTS
• Machine learning methods in natural language processing-5 ECTS
• Organization and Planning of Scientific Research (in English)-5 ECTS
• Psychology of Management-3 ECTS
• Pedagogical-4 ECTS
• Foreign Language (professional)-5 ECTS

СЕМЕСТР 3

• Machine translation technologies-5 ECTS
• Ontologies and semantic technologies-5 ECTS
• Research-4 ECTS
• Methods for information retrieval and extraction-5 ECTS
• Data Mining-5 ECTS
• Natural language understanding-5 ECTS
• Sentiment analysis technology-5 ECTS
• Models and methods of neural networks in NLP-5 ECTS
• Deep leaning-5 ECTS
• Dissertation Writing-1 ECTS

СЕМЕСТР 4

• Dissertation Writing-10 ECTS
• Scientific Internship-3 ECTS
• Publication in the Proceedings of International Conferences-4 ECTS
• Final Attestation-8 ECTS
• Research Seminar-1 ECTS
• Research-4 ECTS

Employment

For the future employment of graduates of the program 7M06101 - Computational Linguistics, the key employers are: 1. "Institute of Information and Computing Technologies" Science Committee of the Ministry of Science and Higher Education RK. Scientific and production laboratories such as the "Laboratory of artificial intelligence and robotics"аnd "laboratory of computer engineering of intelligent systems" actively operate in this institute. The following tasks are the priorities for the laboratory: Research in the field of artificial intelligence and speech technologies; Development and research of a multilingual speech recognition system; Development of new technology for automatic speech recognition for low-resource languages; Development of methods and models for searching and analyzing criminally significant information in unstructured and semi-structured text arrays; Development of efficient algorithms and models for processing text data using the latest achievements in computational linguistics, etc. 2. Public and private educational institutions of secondary and higher education 3. Association of Innovative Companies (AIC) “Park of innovative technologies”, which brings together some of the best representatives of modern business in the field of innovation and information technology. LLP "Alem Research" as part of the “Park of innovative technologies” provides a full range of services in the field of software, all IT products have certificates of compliance with Kazakhstani and international standards; 4. LLP "Almatyenergoservis" - a large Kazakhstani engineering company that produces machine-building and electric power products for all sectors of the economy of the Republic of Kazakhstan; 5. Institute of High Technologies LLP, a subsidiary of NAC Kazatomprom JSC, is an integrated branch scientific institute that solves the strategic tasks of innovative development, technological renewal of production, a radical increase in the quality and competitiveness of manufactured high-tech products, as well as environmental issues; 6. SINETIC JSC is one of the largest engineering centers in Russia, performing a full range of works on the creation of industrial automation systems for enterprises, both modernized and newly built production facilities, based on SIEMENS automation equipment. Alumni of the program work in branches in Almaty and Pavlodar; 7. The company LLP "Systemotechnika" specializes in the field of information technologies, development of software products and automation systems; has more than 30 years of experience in the development and implementation of systems in the field of metallurgy, ore dressing, chemistry, and light industry.