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Experience a world-class education at Kazakhstan's top-ranked university. Al-Farabi Kazakh National University is ranked 29th in Asia.
PhD in Computational Sciences and Statistics
Main Campus, Almaty, Kazakhstan
# 601-650QS Subject Rankings
36 monthsProgram duration
YesScholarships
Computer Science and Information SystemsMain Subject Area
Program overview
Main Subject
Computer Science and Information Systems
Degree
PhD
Study Level
PHD
Study Mode
On Campus
Read more program is focused on the formation of students' deep knowledge in the field of computational sciences and statistics, calculation methods, analysis of the convergence of schemes, the use of statistical methods for data analysis and forecasting based on mathematical calculations, the development of skills in the implementation of scientific research and pedagogical activities at the university and research institutes. The following areas of training are provided: - Computational methods for solving problems for partial differential equations; - Analysis of the convergence of approximation schemes for the numerical solution of problems of mathematical physics; - Construction and use of various types of computational grids with adaptation; - Formulation of differential equations based on hypotheses for setting model problems; - Using the methods of mathematical statistics on real data to select the parameters of computational models; - Predicting the development of the simulated process using numerical experiments; - Development and use of high-performance computing algorithms for the numerical solution of problems in mathematical physics; - Self-development, scientific thinking, critical analysis, allowing you to work in new research areas like quantum computing. - Computational forecasting of problems in physics, chemistry, biology, financial processes, geology, kinetics.
ON1. Conduct scientific research and obtain new fundamental and applied results, critically analyze and evaluate the results obtained, formulate sound conclusions even in conditions of incomplete or limited information;
ON2. Write scientific articles in foreign and domestic journals and inform the wide scientific community of advanced topics and research results at international and national conferences, seminars and workshops, critically assessing their significance;
ON3. Write independent scientific projects and applications, setting a theoretical or practical computational problem or a solution method that is relevant to society, implement and correct, if necessary, the process of independent scientific research;
ON4. Determine the direction and intensity of their professional development in the chosen scientific field, be able to work in a team and contribute to the development of the team and society as a whole.
ON5. Conduct research in the field of methodology of computational experiments based on approximating differential equations by methods of finite differences, volumes and / or elements.
ON6. Conduct a fundamental analysis of computational methods and difference schemes for convergence and correctness, including in the case of high-performance algorithms.Create and use correct structured, curvilinear, unstructured computational grids in computational problems;
ON7. To formulate the task of statistical analysis and evaluation in the chosen subject area, to select and apply statistical tools and software. To master new methods of applied and mathematical statistics for their use in analytical work:
ON8. Develop parallel computing algorithms for engineering problems and implement them in high-performance systems, develop quantum computing algorithms.
ON9. Use the methods of mathematical statistics on real data for the selection of parameters, adaptation and testing of computing systems based on real experiments
ON10.Use data mining methods based on deep learning, reinforcement learning to adapt the computational algorithm to effectively predict results Read less
Program overview
Main Subject
Computer Science and Information Systems
Degree
PhD
Study Level
PHD
Study Mode
On Campus
Read more program is focused on the formation of students' deep knowledge in the field of computational sciences and statistics, calculation methods, analysis of the convergence of schemes, the use of statistical methods for data analysis and forecasting based on mathematical calculations, the development of skills in the implementation of scientific research and pedagogical activities at the university and research institutes. The following areas of training are provided: - Computational methods for solving problems for partial differential equations; - Analysis of the convergence of approximation schemes for the numerical solution of problems of mathematical physics; - Construction and use of various types of computational grids with adaptation; - Formulation of differential equations based on hypotheses for setting model problems; - Using the methods of mathematical statistics on real data to select the parameters of computational models; - Predicting the development of the simulated process using numerical experiments; - Development and use of high-performance computing algorithms for the numerical solution of problems in mathematical physics; - Self-development, scientific thinking, critical analysis, allowing you to work in new research areas like quantum computing. - Computational forecasting of problems in physics, chemistry, biology, financial processes, geology, kinetics.
ON1. Conduct scientific research and obtain new fundamental and applied results, critically analyze and evaluate the results obtained, formulate sound conclusions even in conditions of incomplete or limited information;
ON2. Write scientific articles in foreign and domestic journals and inform the wide scientific community of advanced topics and research results at international and national conferences, seminars and workshops, critically assessing their significance;
ON3. Write independent scientific projects and applications, setting a theoretical or practical computational problem or a solution method that is relevant to society, implement and correct, if necessary, the process of independent scientific research;
ON4. Determine the direction and intensity of their professional development in the chosen scientific field, be able to work in a team and contribute to the development of the team and society as a whole.
ON5. Conduct research in the field of methodology of computational experiments based on approximating differential equations by methods of finite differences, volumes and / or elements.
ON6. Conduct a fundamental analysis of computational methods and difference schemes for convergence and correctness, including in the case of high-performance algorithms.Create and use correct structured, curvilinear, unstructured computational grids in computational problems;
ON7. To formulate the task of statistical analysis and evaluation in the chosen subject area, to select and apply statistical tools and software. To master new methods of applied and mathematical statistics for their use in analytical work:
ON8. Develop parallel computing algorithms for engineering problems and implement them in high-performance systems, develop quantum computing algorithms.
ON9. Use the methods of mathematical statistics on real data for the selection of parameters, adaptation and testing of computing systems based on real experiments
ON10.Use data mining methods based on deep learning, reinforcement learning to adapt the computational algorithm to effectively predict results Read less
Admission Requirements
Tuition Fee
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Master's Degree in Creative Economy
Master's Degree in Data - Journalism
Master's Degree in Data - Journalism
Master's Degree in Digital Media Communications (SPBU)
Master's Degree in Digital Media Communications (SPBU)
Master's Degree in Ethnology and Anthropology
Master's Degree in Ethnology and Anthropology
Master's Degree in Film and TV Directing
Master's Degree in Film and TV Directing
Master's Degree in Global Health
Master's Degree in Global Health
Master's Degree in IT Аrchival Studies and Documentation
Master's Degree in IT Аrchival Studies and Documentation
Master's Degree in International Journalism
Master's Degree in International Journalism
Master's Degree in International Law (7M04201)
Master's Degree in International Law (7M04201)
Master's Degree in International Law (7M04202)
Master's Degree in International Law (7M04202)
Master's Degree in International Law (7M04235)
Master's Degree in International Law (7M04235)
Master's Degree in International Relations (7M03112)
Master's Degree in International Relations (7M03112)
Master's Degree in International Relations (7M03113)
Master's Degree in International Relations (7M03113)
Master's Degree in International Relations (7M03126)
Master's Degree in International Relations (7M03126)
Master's Degree in Journalism
Master's Degree in Journalism
Master's Degree in Journalism (1year)
Master's Degree in Journalism (1year)
Master's Degree in Land Management
Master's Degree in Land Management
Master's Degree in Library Information Systems (7M03206)
Master's Degree in Library Information Systems (7M03206)
Master's Degree in Library Information Systems (7M03224)
Master's Degree in Library Information Systems (7M03224)
Master's Degree in Management of Hotel and Restaurant Business
Master's Degree in Management of Hotel and Restaurant Business
Master's Degree in Media Communications
Master's Degree in Media Communications
Master's Degree in Oriental Language in the Context of Culture
Master's Degree in Oriental Language in the Context of Culture
Master's Degree in Oriental Studies
Master's Degree in Oriental Studies
Master's Degree in Physical Culture and Sport
Master's Degree in Physical Culture and Sport
Master's Degree in Public Health (7M10102)
Master's Degree in Public Health (7M10102)
Master's Degree in Public Health (7M10103 )
Master's Degree in Public Health (7M10103 )
Master's Degree in Publishing Management and Typography
Master's Degree in Publishing Management and Typography
Master's Degree in Regional Studies
Master's Degree in Regional Studies
Master's Degree in Restaurant and Hotel Business
Master's Degree in Restaurant and Hotel Business
Master's Degree in Tourism (7M11101)
Master's Degree in Tourism (7M11101)
Master's Degree in Tourism (7M11102)
Master's Degree in Tourism (7M11102)
Master's Degree in Tourism (7M11103)
Master's Degree in Tourism (7M11103)
Master's Degree in Translation (Oriental Languages)
Master's Degree in Translation (Oriental Languages)
Master's Degree in World Economy (7M04101)
Master's Degree in World Economy (7M04101)
Master's Degree in World Politics (MGIMO)
Master's Degree in World Politics (MGIMO)
Master's Degree in Еthnojournalism
Master's Degree in Еthnojournalism
Social Policy and Management
Social Policy and Management
Sociology of Work and HR Management
Sociology of Work and HR Management
Translation business in the field of international and legal relations
Translation business in the field of international and legal relations
World politics (MGIMO)
World politics (MGIMO)
Executive MBA (2)
EMBA in Business
EMBA in Business
EMBA in Healthcare
EMBA in Healthcare
Arts and Humanities (17)
PhD in Archeology
PhD in Archeology
PhD in Archeology of Eurasia
PhD in Archeology of Eurasia
PhD in Foreign Language: Two Foreign Languages
PhD in Foreign Language: Two Foreign Languages
PhD in Foreign Philology (Western Languages)
PhD in Foreign Philology (Western Languages)
PhD in History (7M02210)
PhD in History (7M02210)
PhD in Innovation in Historical Demography (Gylym Ordasy)
PhD in Innovation in Historical Demography (Gylym Ordasy)
PhD in Innovative Literary Study
PhD in Kazakh Language and Literature
PhD in Kazakh Philology
PhD in Linguistics
PhD in Literary Study
PhD in Museum Studies and Monuments Protection
PhD in Philology
PhD in Russian Language and Literature
PhD in Russian Literature
PhD in Russian Philology
PhD in Turkology
Business and Management (12)
Doctor of Business Administration
Doctor of Business Administration
PhD in Accounting and Audit
PhD in Accounting and Audit
PhD in Economics
PhD in Economics
PhD in Finance
PhD in Finance
PhD in Innovation Management
PhD in Innovation Management
PhD in Knowledge-based Economy and Innovation Policy 4.0 Trends (Gylym Ordasy)
PhD in Knowledge-based Economy and Innovation Policy 4.0 Trends (Gylym Ordasy)
PhD in Management
PhD in Marketing
PhD in Project Management
PhD in State and Local Government
PhD in Vectors of Globalization and New Trends in the World Economy (Gylym Ordasy)
PhD in World Economy
Engineering and Technology (20)
PhD in Automation and Internet of Things
PhD in Automation and Internet of Things
PhD in Biomedicine
PhD in Biomedicine
PhD in Chemical Engineering
PhD in Chemical Engineering
PhD in Computational Sciences and Statistics
PhD in Computational Sciences and Statistics
PhD in Computer Engineering
PhD in Computer Engineering
PhD in Computer Science (8D01502)
PhD in Computer Science (8D01502)
PhD in Computer Science (8D06103)
PhD in Cryptology
PhD in Electric Power Engineering
PhD in Information Security Systems
PhD in Information Systems
PhD in Intelligent Control Systems
PhD in Mechanics
PhD in Mechanics of Materials and Structures (Gylym Оrdasy)
PhD in Radio Engineering, Electronics and Telecommunications
PhD in Robotic Systems
PhD in Space Engineering and Technologies
PhD in Systems Engineering
PhD in Thermal Power Engineering
PhD in Аrtificial Intelligence in Medicine
Life Sciences and Medicine (15)
PhD in Biology (8D01504)
PhD in Biology (8D01504)
PhD in Biology (8D05101)
PhD in Biology (8D05101)
PhD in Biotechnology
PhD in Biotechnology
PhD in Environmental Bioengineering
PhD in Environmental Bioengineering
PhD in Fisheries and Industrial Fishing
PhD in Fisheries and Industrial Fishing
PhD in Genetics
PhD in Genetics
PhD in Geobotany
PhD in Landscape Design
PhD in Medicine
PhD in Microbiology
PhD in Neuroscience
PhD in Nursing
PhD in Pharmacy
PhD in Physical Culture and Sport
PhD in Virology
Natural Sciences (28)
PhD in Cadastre
PhD in Cadastre
PhD in Cartography
PhD in Cartography
PhD in Chemical Technology of Inorganic Substances
PhD in Chemical Technology of Inorganic Substances
PhD in Chemical Technology of Organic Substances
PhD in Chemical Technology of Organic Substances
PhD in Chemistry
PhD in Chemistry
PhD in Ecology
PhD in Ecology
PhD in Geodesy
PhD in Geography (8D01503)
PhD in Geography (8D05202)
PhD in Geoinformatics
PhD in Hydrology
PhD in Materials Science and Technology of New Materials
PhD in Mathematical and Computer Modelling
PhD in Mathematics
PhD in Meteorology
PhD in Nanomaterials and Nanotechnologies
PhD in Nanomaterials and Nanotechnologies in Chemistry
PhD in Natural and Technogenic Risks
PhD in Nuclear Medicine
PhD in Nuclear Physics
PhD in Petrochemistry
PhD in Physics
PhD in Physics and Astronomy
PhD in Pure and Applied Mathematics
PhD in Standardization and Certification (by industry)
PhD in Technical Physics
PhD in Tourism
PhD in Сhemical Technology of Explosives and Pyrotechnics
Social Sciences and Management (18)
PhD in Archival Studies, Documentation and Documentation Provision
PhD in Archival Studies, Documentation and Documentation Provision
PhD in Classical Oriental Studies (Gylym Ordasy)
PhD in Classical Oriental Studies (Gylym Ordasy)
PhD in Ethnology and Anthropology
PhD in Ethnology and Anthropology
PhD in Foreign Philology (Oriental Languages)
PhD in Foreign Philology (Oriental Languages)
PhD in International Journalism
PhD in International Journalism
PhD in International Law
PhD in International Law
PhD in International Relations
PhD in Journalism
PhD in Land Management
PhD in Library Information Systems
PhD in Logistics (by branches)
PhD in Media and Communications
PhD in Oriental Studies
PhD in Public Health
PhD in Regional Studies
PhD in Tourism and Hospitality
PhD in Translation (Oriental Languages)
PhD in Translation (Western Languages)