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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.
Master's Degree in Data Science
Main Campus, Almaty, Kazakhstan
YesScholarships
Data Science and Artificial IntelligenceMain Subject Area
Program overview
Main Subject
Data Science and Artificial Intelligence
Degree
MSc
Study Level
Masters
Study Mode
On Campus
Read more public and government sectors.
1. Apply methods for collecting, preprocessing, visualizing data from heterogeneous sources to get an idea of the subject area under study, identify patterns and support decision-making based on data analysis. 2. Apply the methods of statistical analysis, linear algebra, optimization, mathematical analysis and computational tools necessary to effectively extract useful information from structured and unstructured data sets of any size. 3. Develop data processing applications, implement basic computational algorithms for data analysis, evaluate the computational complexity of algorithms, design and use relational and non-relational databases, and carry out practical data analysis projects in collaboration with industry partners. 4. Organize, visualize and analyze large complex datasets using descriptive statistics methods, develop big data management applications in various fields, develop, install and configure cloud computing applications, and apply virtual machine computing environments for scalable data processing. 5. Explore various use cases for blockchain technology in various industries, design and develop decentralized applications based on blockchain technology, take into account ethical issues, analyze the potential consequences of using blockchain for society and the economy. 6. Develop and optimize machine learning models and methods for data analysis and visualization in solving applied problems, apply deep learning models in scientific research, innovative projects and real applications. 7. Analyze data privacy issues, comply with ethical standards, privacy principles and data security measures related to the collection, analysis and use of data in various contexts, apply technical mechanisms to ensure data security and confidentiality. 8. Conduct an in-depth analysis of the research area to select suitable data analysis methods, use knowledge and skills to continue learning and adapt to new data processing technologies, develop critical thinking about data and data analysis-based decisions, lead a research team. 9. Independently conduct scientific research, understand current research issues, analyze and critically relate to various sources of information, use them to structure and formulate reasoning, conduct scientific and pedagogical activities, implement research results in practical pedagogical activities. 10. Apply methods and tools for data analysis in various multidisciplinary areas, present research results in various forms in national scientific publications, at conferences, taking into account the specifics of the audience, be tolerant, work effectively in a team when searching for and solving research problems. Read less
Program overview
Main Subject
Data Science and Artificial Intelligence
Degree
MSc
Study Level
Masters
Study Mode
On Campus
Read more public and government sectors.
1. Apply methods for collecting, preprocessing, visualizing data from heterogeneous sources to get an idea of the subject area under study, identify patterns and support decision-making based on data analysis. 2. Apply the methods of statistical analysis, linear algebra, optimization, mathematical analysis and computational tools necessary to effectively extract useful information from structured and unstructured data sets of any size. 3. Develop data processing applications, implement basic computational algorithms for data analysis, evaluate the computational complexity of algorithms, design and use relational and non-relational databases, and carry out practical data analysis projects in collaboration with industry partners. 4. Organize, visualize and analyze large complex datasets using descriptive statistics methods, develop big data management applications in various fields, develop, install and configure cloud computing applications, and apply virtual machine computing environments for scalable data processing. 5. Explore various use cases for blockchain technology in various industries, design and develop decentralized applications based on blockchain technology, take into account ethical issues, analyze the potential consequences of using blockchain for society and the economy. 6. Develop and optimize machine learning models and methods for data analysis and visualization in solving applied problems, apply deep learning models in scientific research, innovative projects and real applications. 7. Analyze data privacy issues, comply with ethical standards, privacy principles and data security measures related to the collection, analysis and use of data in various contexts, apply technical mechanisms to ensure data security and confidentiality. 8. Conduct an in-depth analysis of the research area to select suitable data analysis methods, use knowledge and skills to continue learning and adapt to new data processing technologies, develop critical thinking about data and data analysis-based decisions, lead a research team. 9. Independently conduct scientific research, understand current research issues, analyze and critically relate to various sources of information, use them to structure and formulate reasoning, conduct scientific and pedagogical activities, implement research results in practical pedagogical activities. 10. Apply methods and tools for data analysis in various multidisciplinary areas, present research results in various forms in national scientific publications, at conferences, taking into account the specifics of the audience, be tolerant, work effectively in a team when searching for and solving research problems. Read less
Tuition Fee
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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)