PhD courses
Speciality Name:
Information Systems (Gylym ordasy)
Faculty:
Information technology
Qualification:
- Scientific and pedagogical direction - Doctor of Philosophy (PhD)
- Model of graduating student
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Mandatory
disciplines
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Elective
disciplines
- Professional
LO1. Conduct experimental research in the field of information technology, processing digital, graphic data by intellectual methods;
LO 2. Develop intelligent products as a result of applied research based on the analysis, design, development, testing and integration, implementation, maintenance and development of IS;
LO 3. Develop mathematical models as a result of fundamental and applied research using scientific and technical IT tools;
LO 4. Make expert opinions in the field of information and communication technologies, including intellectual control and decision-making systems, artificial intelligence, machine learning, intelligent robotic systems, high-performance computing technologies;
LO 5. Develop management strategies and programs for organizing work in scientific institutions in a competitive environment using strategic, project and innovation management;
LO 6. Develop startups generating new ideas;
LO 7. Prepare research projects in the field of Information and communication technologies based on independent research activities to solve specific research tasks;
LO 8. Present scientific publications with a high impact factor in English;
LO 9. Test the results of scientific research, participate in various international conferences, forums and scientific seminars;
LO 10. Implement the results of scientific research models, software products, new technologies, methods, technical documentation, recommendations for solving problems, scientific and technical, experimental design developments in production, scientific and educational activities;
LO 11. Monitor the lifecycle of implemented results;
LO 12. Conduct training sessions on information and communication technologies offline and online using modern, digital, pedagogical technologies;
LO 13. Introduce innovative learning technologies in the educational process in order to develop modern education.
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Organization of an enterprise information security system
- Number of credits: 5
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The goal is to form a skill for studying various methods, means of building a comprehensive information security system of a modern enterprise.
Will be considered:
- the relevance of the problem of ensuring information security of the enterprise;
- protection against unauthorized access to information, information security threat models;
- analysis of the main types of attacks on information systems;
- application of basic measures to counter cyber attacks.
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Data mining technology
- Number of credits: 5
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: Мақсаты-деректерді өндірудің негізгі әдістері, оларды компьютерлік басқару жүйелерінде қолдану және қолданбалы есептерді шешуде қолдану туралы түсінік қалыптастыру. Қарастырылатын болады:
- деректерді талдау есептерін шешудің негізгі тәсілдері мен алгоритмдерін зерттеу;
- деректерді талдау бойынша бағдарламалардың әртүрлі пакеттерінің жұмысы;
- интеллектуалды әдістерді қолдану бойынша практикалық дағдылар.
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Scientific Research methods
- Number of credits: 3
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The goal is to develop the ability to conduct research activities based on the analysis, systematization and generalization of the results of scientific research in the field of information technology through the use of a set of research methods in solving specific research tasks.
Will be considered:
- analysis of the results of scientific research;
- application of research results in solving specific research tasks in the field of science;
- use of individual creative abilities to write applications of the GF.
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Academic writing
- Number of credits: 2
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The goal is to develop a skill in writing scientific publications, taking into account the professional characteristics and requirements of scientific publications. Will be considered:
- applying the principles of academic writing when writing scientific articles with a high impact factor;
- skills in drawing up applications for research projects;
- developing a scientific style in the field of ICT for writing scientific papers;
- development of the ability to apply academic writing depending on the type of research.
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PhD thesis writing and defence
- Number of credits: 12
- Type of control: Докторская диссертация
- Description: The main purpose of "PhD thesis writing and defence": of a doctoral dissertation is the formation of the doctoral students' ability to disclose the content of research work for the defense of the thesis.
During the study of course, doctoral student's should be competent in:
1. to substantiate the content of new scientifically grounded theoretical and experimental results that allow to solve a theoretical or applied problem or are a major achievement in the development of specific scientific directions;
2. explain the assessment of the completeness of the solutions to the tasks assigned, according to the specifics of the professional sphere of activity;
3. they can analyze alternative solutions for solving research and practical problems and assess the prospects for implementing these options;
4. apply the skills of writing scientific texts and presenting them in the form of scientific publications and presentations.
5. to plan and structure the scientific search, clearly highlight the research problem, develop a plan / program and methods for its study, formalize, in accordance with the requirements of the State Educational Establishment, the scientific and qualification work in the form of a thesis for a scientific degree Doctor of Doctor of Philosophy (PhD) on specialty «8D07502 – Standardization and certification (by industry)».
During the study of the discipline doctoral student will learn following aspects: Registration of documents for presentation of the thesis for defense. Information card of the dissertation and registration-registration card (in the format Visio 2003). Extract from the minutes of the meeting of the institution, in which the preliminary defense of the thesis took place. Cover letter to the Higher Attestation Commission. Expert conclusion on the possibility of publishing the author's abstract. Expert opinion on the possibility of publishing a dissertation. Minutes of the meeting of the counting commission. Bulletin for voting. A shorthand record of the meeting of the dissertational council. List of scientific papers. Response of the official opponent. A review of the leading organization. The recall of the scientific adviser.
Data for 2021-2024 years
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Deep learning for search engines
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The goal is to develop the skills of systematic research of the problems of using deep neural networks to create effective search engines.
Will be considered:
- interpretation of the main search methods of deep machine learning;
- application of deep neural network techniques to create effective search engines;
- analyze, test search engines to improve their effectiveness, get the most relevant resultsю
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Mathematical modeling and optimization of complex systems in IS
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The goal is to form a skill for studying mathematical models that arise in applied research areas, methods for their construction, analysis, methods for optimizing complex systems in IS.
Will be considered:
- the main stages of the method of mathematical modeling, modeling of discrete processes, mathematical modeling using ordinary differential equations;
- use of deterministic, probabilistic optimization methods for complex systems in IS.
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Methods of research and modeling of information processes and technologies
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The goal is to develop knowledge about the methods of analysis, synthesis of the main models of information processes, the development of techniques for optimizing and predicting the quality of the processes of the functioning of IS and technologies.
The following topics will be discussed:
- Modern IS modeling technologies;
- application of the methodology of structural system analysis and design;
- evaluation of process and object modeling based on standard design and research packages
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Development and implementation of intelligent information systems
- Type of control: [RK1+MT+RK2+Exam] (100)
- Description: The goal is to form the ability to systematically study the problems of developing and implementing professionally-oriented IS based on modern and promising technologies, methods of information technology.
The following issues will be considered: - Definition of information security principles;
- consideration of the requirements for the reliability and efficiency of the IIS in the field of application;
- interpretation of methods of scientific research on the theory, technology of development and operation of IIS.
Data for 2021-2024 years
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Pedagogical
- Type of control: Защита практики
- Description: Aim оf discipline: formation of the ability to carry out educational activities in universities, to design the educational process and conduct certain types of training sessions using innovative educational technologies.
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Research
- Type of control: Защита практики
- Description: The purpose of the practice: gaining experience in the study of an actual scientific problem, expand the professional knowledge gained in the learning process, and developing practical skills for conducting independent scientific work. The practice is aimed at developing the skills of research, analysis and application of economic knowledge.
Data for 2021-2024 years
