Information Systems

Information Systems

QUALIFICATION

  • First Stage of Higher Education - Bachelor of Information and Communication Technology
  • First Stage of Higher Short Education - Bachelor of Information and Communication Technology

MODEL OF GRADUATING STUDENT

Upon completion of this educational program, students are expected to be able to:
1. To characterize the main components of the management and marketing system to account for economic and material flows in order to make effective decisions.
2. Understand the principles of organizing and protecting data in order to design data warehouses that comply with the principles of integrity, consistency and uniqueness.
3. Manage information system security and data protection using software and hardware information security tools.
4. Install and use system and application software on various platforms, manage system resources to support enterprise informatization.
5. Use algorithms and data mining tools to extract information for effective decision making.
6. Analyze the role of IT in an enterprise to increase business competitiveness, structure IP-related actions using IP management approaches and strategies to maximize the impact of IP on improving enterprise competitiveness.
7. To model economic and technical systems using mathematical methods and physical laws.
8. Develop business process management algorithms based on ERP standards.
9. Design and implement telecommunications infrastructure based on the objectives and scope of the organization.
10. Design the components of information systems and their interrelations with the use of modeling and design technologies.
11. Develop and modernize the components of the IC using various approaches and programming technologies.
12. To make decisions in matters relating to the field of information systems, taking into account the basic laws of the functioning and development of nature and society, socio-economic, socio-legal, ethical, political aspects and using linguistic knowledge to solve problems in an interdisciplinary and multilingual environment.

Program passport

Speciality Name
Information Systems
Speciality Code
6B06102
Faculty
Information technology

disciplines

Algorithms, Data Structures and Programming
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to form ideas about the structure of data, about how to save and retrieve them, about the classification of programming languages, and the basic principles of software design. The following will be studied: calculation systems, methods of recording and retrieving data, creating and distributing tasks among program methods, methods of generating flowcharts and diagrams for representing algorithms of computational procedures.

Basics of Information Protection
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to teach students the main directions of using software protection of information. The objectives of the discipline are to give students the basics of protecting information and information constituting a state secret of information security and its main components, the main directions of using software information protection. In this course, students will study information security and its components; the main threats to data security, the main methods and means of data protection. To know the main directions of information protection, levels of access to information from the point of view of legislation, methods and means of information protection in computer systems. Be able to organize information protection of computer systems. Possess methods and means of information protection of computer systems.

Basics of Computer Graphics
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to master the means of processing and editing computer graphics Upon successful completion of this course, students should be able to: 1. choose the appropriate tools for solving a specific task; 2. use tools and methods of image processing and preparation for publication in electronic and paper publications; 3. design the basics of composition using the rules for constructing graphic images and layout of publications; 4. understand and apply the principles of working with graphics on a computer and algorithms for forming a digital image; 5. use the basic models of representation of graphic information in the computer; 6. use graphic packages for professional purposes.

Basics of computer networks and telecommunications (credit transfer)
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description -

Business (Management and Marketing, Finance and Count)
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Discipline "Business" is aimed at forming a complex of knowledge, skills and skills in management and marketing, as well as financial activities at the enterprise or in the unit. The course introduces and discusses following issues: Technology management; Human resource management; Ensuring the effectiveness of the organization; Functions of marketing. Goals, objectives and structure of marketing research; The relationship between management and marketing; accounting Management accounting; balance sheet and types of changes in the balance sheet; financial system, financial management.

Business-1 (Management and marketing)
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The study of the basic concept, the principles of management and marketing in the analysis and solution of specific economic situations, mastering the methods of making strategic, tactical and operational decisions in the sphere of management of production (operational) activities of enterprises and Formation of students' knowledge about marketing as a concept of intra-firm management and an integrated system of business activities. After successful completion of this course, students are expected to be able: 1. to substantiate the main provisions of the theory of modern marketing and management; 2. apply the methodology of conducting a specific marketing research; 3. To compare methods, methods, tools of collection, analysis of information, peculiarities of types of research; 4. make organizational decisions 5. To make a conclusion on marketing decisions

Business-2 (Finance and Account)
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Disclosure of the essence of accounting and finance of enterprises, their functions in a market economy, the formation of a student's holistic ideas about the theory and practice of their functioning. After successful completion of this course, students are expected to be able: 1. to form an idea of the role of financial accounting in the system of economic management, the appointment and place of accounting in the production and economic activities of the entity; 2. explain the basics of financial accounting and auditing in financial and budgetary organizations; 3. Classify the types of accounting and auditing; 4. Apply the organizational and legal framework for accounting, financial reporting, and audit in the Republic of Kazakhstan 5. Assess the organizational and legal basis of accounting

Culturology
  • Number of credits - 2
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim of discipline is to form a bachelor's understanding of the specifics of the development of national culture in the context of world culture and civilization, need to preserve the cultural code of the Kazakh people, ability to pursue in independent professional activity a strategy of preserving the cultural heritage.

Database Theory
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to develop the ability to use database management systems and software to manage the organization,storage,retrieval,security and integrity of data.As a result of studying the discipline,the following abilities of students will be formed:apply data manipulation methods,data validation methods in applications

Databases in Information Systems
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: the study of the theoretical bases for the construction of databases (DB), basic data operations, principles and methods for building databases and data banks, database management systems (DBMS). After successful completion of this course, students are expected to be able: 1. To form the terminology of relational tables; 2. Define the definition of a database, a data bank, a knowledge base, a database management system, an expert system; 3. Classify the essential features of an object from a domain systemҒ 4. Present data in the form of relationships; 5. evaluate modern database management systems for database processing

Enterprise Architecture and ERP-Systems
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: give a holistic view of what an ERP-system is and what potential opportunities are open to enterprises in case of its use After successful completion of this course, students are expected to be able: 1. To form the architecture of software complexes for the informatization of enterprises; 2. Explain the principles of design organization; 3. Analyze the stages of development of software systems; 4. Choose software products for the creation of enterprise systems; 5. Rate the state of ERP-systems

Foreign Language
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Purpose: to form the improvement of knowledge of foreign language communicative competence. The main methods of speech skills and foreign language communication skills are considered as a basis for the development of communicative competence; implementation of acquired speech skills in the process of searching, selecting and using material in English.

Foreign Language (credit transfer)
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description -

Foundation of SQL language
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The objectives of the discipline: the study and practical development of methods for creating databases and their subsequent operation. The objectives of the discipline: - students mastering the general principles of database construction; - the study of the theoretical foundations of the relational data model; - the development of methods for designing relational databases; - study of the SQL language, formation of skills to formulate queries to relational databases; - obtaining practical skills of administration of information systems by means of the DBMS MS МS SQL Server.

Foundations of Information Systems
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: Introduce students to contemporary information systems, development concepts, technology acquisition, and various types of application software and demonstrate how these systems are used throughout global organizations. Topics: The role of information systems (IS) in modern organizations and society. Components, infrastructure and security of information systems. Development ans acquisition of IS. E-business. Business Intelligence: organizaonal decision-making, application systems, information visualization. Designing of IP. Classification of projects. The method of critical path of project management. Scheduling of resources. Implementation of project management.

Foundations of mobile applications
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: theoretical and practical training of students in the development of programs for mobile devices using various modern programming languages. After successful completion of this course, students are expected to be able: 1. Demonstrate an understanding of the basic principles of enterprise content management and Internet resources, the processes of creating and using information services 2. Analyze the requirements for the developed program 3. Develop a mobile application 4. Test the mobile app 5. Evaluate the developed program.

Fundamentals of Computer Networks and Telecommunications
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: to form the ability to own the principles of organization and functioning of computer systems and networks of Cisco. The following will be studied: OSI models, its connection with the levels and basic protocols of the TCP / IP stack, network protocols, network operating systems, basics of routing and switching, concepts of network topology, media access methods transmissions, skills in the local area network (LAN).

Fundamentals of neural networks
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to study the main provisions of the theory of neural networks and methods of their application in solving problems. Objectives of the discipline: – to study the computational capabilities of neural networks; − to master the methods of creating and training neural networks; – to study the main classes of neural networks; − to study the basic modeling methods using neural networks.

Information-Communication Technologies
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - During the study of the discipline students will learn following aspects:ICT role in key sectors of development of society. Microsoft Office Windows Cybersafety. Internet technologies. Cloud and mobile technologies. Multimedia technologies. Smart Technology. E-technologies. Electronic business. E-learning. Electronic government. Information technologies in the professional sphere.

IT-Infrastructure
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Disciplines "IT-infrastructure" is aimed at teaching students the basics of theory and practice of information infrastructure management. During the study of the discipline students will learn following aspects: IT-infrastructure basic concepts. Enterprise architecture modeling and development. Fundamentals of IT process management. IT infrastructure management concept. Increasing the effectiveness of IT infrastructure. Building an optimal IT infrastructure. Providing IT-infrastructure information security.

Kazakh (Russian) Language
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description -

Kazakh (Russian) Language (credit transfer)
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description -

Mathematics-1 (Mathematical Analysis)
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the study of the discipline "Mathematics-1" is to study methods, problems and applicability of the application of mathematical analysis, mastering the results of their solution to problems of applied mathematics and informatics. The discipline is aimed at the formation of skills in solving mathematical and applied problems of natural science, at the development of logical thinking, the ability to analyze the application of theory in different situations, to compare, contrast the results.

Mathematics-2 (Algebra and Discrete Mathematics)
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to use the knowledge of the algebra and discrete mathematic in applied problems. Complex numbers. Matrices and determinants. Systems of linear algebraic equations. Polinoms. Sets and relations and operations on them. Elements of number theory and combinatorics. Boolean functions.

Mathematics-3 (Theory of Probability and Mathematical Statistics)
  • Number of credits - 3
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: the formation of basic knowledge and basic skills in probability theory, necessary for solving problems arising in the mathematical support of applied activity; The formation in students of a theoretical and probabilistic apparatus necessary for solving theoretical and applied problems; The formation of the conceptual theoretical and probabilistic base and the level of algebraic training necessary to understand the basics of mathematical and economic statistics and its application. After successful completion of this course, students are expected to be able: 1. to form the basic concepts of probability and statistics 2. explain the basic concepts and theorems of probability theory; 3. apply methods of theoretical and experimental research to solve problems; 4. solve typical problems in probability theory; 5. to theorize the most important laws of distribution of random variables and their numerical characteristics;

Military Training
  • Number of credits - 6
  • Type of control - MC
  • Description - Military Training

Models and Methods of Intellegtual Information Systems
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: Study of basic models and methods of intellectual systems: expert systems based on knowledge; systems, based on neural networks; systems on fuzzy logic; and, finally, systems based on genetic algorithms. After successful completion of this course, students are expected to be able: - to know the theoretical foundations of building intellectual systems, models and methods for solving corresponding problems - to design software for intelligent systems.

Module of socio-political knowledge (Culture)
  • Number of credits - 2
  • Type of control - RK1+RK2 (100)
  • Description - Aim оf discipline: to develop the ability to explain and interpret subject knowledge in all fields of science, shaping of the discipline. Sociology and sociological perspectives, social structure, form of policy, organizational structure, institutions, the legal and organizational rules, content, purpose, value, policy, concept and essence of culture, semiotics of culture, psychology of personality, psychology of interpersonal communication will be studied.

Module of socio-political knowledge (Political science)
  • Number of credits - 2
  • Type of control - RK1+RK2 (100)
  • Description - Aim оf discipline: to develop the ability to explain and interpret subject knowledge in all fields of science, shaping of the discipline. Sociology and sociological perspectives, social structure, form of policy, organizational structure, institutions, the legal and organizational rules, content, purpose, value, policy, concept and essence of culture, semiotics of culture, psychology of personality, psychology of interpersonal communication will be studied.

Module of socio-political knowledge (Psychology)
  • Number of credits - 2
  • Type of control - RK1+RK2 (100)
  • Description - Aim оf discipline: to develop the ability to explain and interpret subject knowledge in all fields of science, shaping of the discipline. Sociology and sociological perspectives, social structure, form of policy, organizational structure, institutions, the legal and organizational rules, content, purpose, value, policy, concept and essence of culture, semiotics of culture, psychology of personality, psychology of interpersonal communication will be studied.

Module of socio-political knowledge (Sociology)
  • Number of credits - 2
  • Type of control - RK1+RK2 (100)
  • Description - Aim оf discipline: to develop the ability to explain and interpret subject knowledge in all fields of science, shaping of the discipline. Sociology and sociological perspectives, social structure, form of policy, organizational structure, institutions, the legal and organizational rules, content, purpose, value, policy, concept and essence of culture, semiotics of culture, psychology of personality, psychology of interpersonal communication will be studied.

Module of socio-political knowledge (Sociology/ Political science/ Culture/ Psychology)
  • Number of credits - 8
  • Type of control - RK + Exam (100)
  • Description - Aim оf discipline: to develop the ability to explain and interpret subject knowledge in all fields of science, shaping of the discipline. Sociology and sociological perspectives, social structure, form of policy, organizational structure, institutions, the legal and organizational rules, content, purpose, value, policy, concept and essence of culture, semiotics of culture, psychology of personality, psychology of interpersonal communication will be studied.

Object-Oriented Programming
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of discipline: the formation of students' systematic knowledge and practical skills in the field of object-oriented programming.Within the discipline the following aspects will be considered: Object-oriented approach. Basic principles of object-oriented programming, Basic principles of the object-oriented approach. Abstraction

Object-Oriented Programming
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of discipline: Mastering of knowledge and abilities of using mechanisms and instruments of object-oriented programming. The following topics are considered: Program structure. Preprocessor directives. Data types. One-dimensional and two-dimensional arrays. Functions. Character strings. Criteria of object orientation. Modularity. Readiness for reuse. Abstract data types. Static structures: classes. Dynamic structures: objects. Memory management. Universalization. Contract design: building reliable software.

Operating Systems
  • Number of credits - 6
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of discipline: to study the concept of operating systems, the fundamental principles of designing and developing operating systems.Within the discipline the following aspects will be considered: Introduction to operating systems. Overview of the computer hardware. Process management. Mutual exclusions and synchronization. Memory management. I / O control. File systems. Security management. Virtual machines. Distributed systems. Case study: Windows operating system; operating system Linux.

Operating Systems (credit transfer)
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description -

Philosophy
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Purpose: to form a systematic understanding of philosophy and its main problems and methods in the context of future professional activities. The main content of ontology and metaphysics is considered in the context of the historical development of philosophy; the importance of key worldview concepts in the modern world.

Philosophy (credit transfer)
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the course is to develop the skills of students to independently identify, systematize and evaluate the worldview components of the study of the natural and social world. Students must be able to use traditional and modern knowledge of philosophical problems in their professional activities, formulate and argue their own point of view and ethical position in relation to the current problems of man and society.

Physical Training
  • Number of credits - 2
  • Type of control - РК(с оценкой)
  • Description - The purpose of the discipline is the formation of social and personal competencies of students, ensuring the targeted use of the appropriate means of physical culture and sports for preservation, preparation for professional activities. As a result of studying the discipline, the graduate should know the role of physical culture in human development.

Physical Training (credit transfer)
  • Number of credits - 2
  • Type of control - РК(с оценкой)
  • Description -

Political Science
  • Number of credits - 2
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The academic discipline “Political science” forms knowledge of the laws and laws of world politics and modern political processes, explaining the essence and content of the policy of national states, on the basis of ensuring national security and the realization of national interests.

Programming on Python Language
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - During the study of the discipline students will learn following aspects: The Python language. Data types, operations, operators. Features of input / output. Built-in object types: Numbers String Tuples Lists Dictionaries Sets. The numpy library for implementing mathematical objects and calculations. Creating applications with GUI. Overview of graphic libraries: Tkinter, PyQT. Classes in Python. Definition of data, methods, operations.

Programming Technologies
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: Studying the basics of algorithmic tasks, methods of programming automation, classifying programming languages, developing programs using subroutines, library built-in functions, dynamic data structures, programming style, programming quality indicators, debugging methods and program testing. After successful completion of this course, students are expected to be able: 1. to substantiate the concepts of algorithms, programming methods 2. Implement algorithms using high-level language tools; 3. Develop test cases and scenarios; 4. Apply extensions to modern programming languages, tools and technologies designed to develop applications in high-level programming languages; 5. use in their development of modern development trends, new areas of application of algorithmic languages.

Psychology
  • Number of credits - 2
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of studying the discipline is to provide scientifically grounded training of highly qualified specialists on the basis of studying the fundamental concepts of psychology management, creating the necessary prerequisites for theoretical understanding and practical application of the most important management problems related to the process of professional development.

Sociology
  • Number of credits - 2
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The course presents general questions of theory and history of sociology, methodology and methods of sociological research, special sociological theories. This course is aimed at shaping the sociological imagination of students, basic ideas about the subject and methods of sociological research, topical problems and sociology branches.

System Analysis and Design of IS
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of discipline: the study of the basic concepts and methodologies of system analysis, their application in the analysis of processes and systems of management of organizations and in the design of systems After successful completion of this course, students are expected to be able: 1. To demonstrate the basic concepts of system analysis, the essence of organizational management processes and the role of mathematical methods and computing technology, the basic concepts of system analysis, the essence of organizational management processes and the role of mathematical methods and computing technology 2. navigate the basic system models, the main types of management processes 3. apply this knowledge in their professional activities. 4. Systematize systems 5. Give a rating to the systems being designed.

System Analysis and Engineering
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of discipline: the study of the basic concepts and methodologies of system analysis, their application in the analysis of processes and systems of management of organizations and in the design of systems After successful completion of this course, students are expected to be able: 1. To demonstrate the basic concepts of system analysis, the essence of organizational management processes and the role of mathematical methods and computing technology, the basic concepts of system analysis, the essence of organizational management processes and the role of mathematical methods and computing technology 2. navigate the basic system models, the main types of management processes 3. apply this knowledge in their professional activities. 4. Systematize systems 5. Give a rating to the systems being designed.

Web-programming
  • Number of credits - 5
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description -

Web-programming
  • Number of credits - 9
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to build the ability to design and develop web applications. Within the discipline the following aspects will be considered: Architecture of client-server technologies: client side, server side. Designing a database of web applications, an object-oriented and subject-oriented approach in the design and development of web applications, developing MVC and web API applications, the basics of FRONTEND development (HTML / CSS / JavaScript). Application of the latest version of the BootStrap JS framework for the layout of a mobile site and Comet technology

Нistory of Kazakhstan
  • Number of credits - 5
  • Type of control - [РК1+MT+РК2+ ГЭК] (100)
  • Description - The purpose of the discipline is to give objective knowledge about the main stages in the development of the history of Kazakhstan from ancient times to the present. Expected learning outcomes: 1) demonstrate knowledge and understanding of the main stages in the development of the history of Kazakhstan; 2) to correlate the phenomena and events of the historical past with the general paradigm of the world-historical development of human society through critical analysis; 3) to possess the skills of analytical and axiological analysis in the study of historical processes and phenomena of modern Kazakhstan; 4) be able to objectively and comprehensively comprehend the immanent features of the modern Kazakh model of development; 5) Systematize and give a critical assessment of historical phenomena and processes in the history of Kazakhstan. During the study of the discipline students will learn following aspects: Ancient people and the formation of a nomadic civilization, Turkic civilization and the Great Steppe, Kazakhstan in modern times (XVIII - early XX centuries), Kazakhstan as part of the Soviet administrative-command system, Kazakhstan in the world community (1991-2022).

Data for 2021-2024 years

disciplines

1C: Programming
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of teaching the discipline is to train specialists who have techniques for developing new and modifying existing application solutions on the 1C:Enterprise 8.3 for solving specific tasks. The discipline provides a basic understanding of working with objects and mechanisms of the 1C:Enterprise 8.3, considers the possibilities of standard solutions of the 1C system, forms practical skills in configuration and programming in the 1C system, applying modern development methods and trends in the field of system design on the 1C platform.

Abais Teaching
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The goal of the discipline is to form in future specialists the ability to self-knowledge, the use of Abai's doctrine as the basis of spirituality and intellectuality of modern Kazakhstan, the application of their professional knowledge, understanding and abilities through the prism of humanism and education in order to strengthen the unity of the country and civil solidarity of society.The following will be studied: the concept of the teachings of Abai; sources of teaching; components of Abai's doctrine; categories of Abai's doctrine; measuring instruments of the teachings of Abai; the essence and meaning of Abai’s doctrine.

Al-Farabi and Modernity
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim of the discipline: to form students' ideas about the scientific and philosophical heritage of the great Turkic thinker Abu Nasr al-Farabi in developing the world and national culture. Learning outcomes: explain the main philosophical contents al-Farabi's heritage and his influence on the formation of Turkic philosophy; influence European Renaissance.

Basics of Computer Graphics
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: knowledge of the principles of working with graphics on a computer, the basic models of the presentation of graphic information in a computer, the principles of operation of graphic packages, the ability to choose the appropriate tools for solving a specific problem Topics: Computer graphics software. Computer graphics hardware. Mathematical software for computer graphics. Introduction to geometric modeling. Introduction to raster graphics. Raster Graphics Pack BasicsComputer graphics software. Computer graphics hardware. Mathematical software for computer graphics. Introduction to geometric modeling. Introduction to raster graphics. Raster Graphics Pack Basics

Basics of Mobile Applications
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: theoretical and practical training of students in the development of programs for mobile devices using various modern programming languages. After successful completion of this course, students are expected to be able: 1. Demonstrate an understanding of the basic principles of enterprise content management and Internet resources, the processes of creating and using information services 2. Analyze the requirements for the developed program 3. Develop a mobile application 4. Test the mobile app 5. Evaluate the developed program.

Cloud Technology
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of discipline: Familiarizing students with the technology of cloud computing, the use of cloud computing in the formation of a new IT infrastructure, the development of technologies for creating a cloud service, working with existing cloud services. As a result of studying this course, students will learn how to use cloud computing, and they will be ready to use cloud computing technologies to solve problems of optimization of IT processes.

Data Mining
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of discipline: Detection of implicit regularities in data sets, to learn to determine, the size and complexity of information that can cause problems when processing and storing it and ways to solve them. During the study of the discipline students will learn following aspects: Methods of data mining (IAD). Instruments of the IAP. Association. Classification. Clustering. Forecasting. Sequential models. Decision trees Combinations. Handling with storage. Receiving and preparing data. Reliance on SQL. Documentary databases.

Data science
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The goal of the discipline is to apply the methods of data science (Data Science) to the processing of large amounts of information. The subject is intended for building and testing mathematical models of data behavior. This helps to find patterns in them or predict future values. As a result, the study of the discipline will help build models using machine learning algorithms, and work with databases through SQL.

Ecology and Human Life Safety
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The goal of the discipline is to form a number of key competencies based on modern environmental management concepts that implement the principles of harmonious optimization of the conditions for human interaction with nature, including in the process of tourist and recreational activities.The following will be studied: the principles of sustainable development, conservation and reproduction of natural resources to ensure the safety of human life, methods for assessing and minimizing risks, protecting against dangers, including during travel, measures to eliminate the consequences of accidents, anthropogenic disasters, natural disasters, environmental protection and rational environmental management.

Enterprise Architecture and ERP-Systems
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: give a holistic view of what an ERP-system is and what potential opportunities are open to enterprises in case of its use After successful completion of this course, students are expected to be able: 1. To form the architecture of software complexes for the informatization of enterprises; 2. Explain the principles of design organization; 3. Analyze the stages of development of software systems; 4. Choose software products for the creation of enterprise systems; 5. Rate the state of ERP-systems;

Entrepreneurship
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Purpose: formation of practical skills for carrying out entrepreneurial activities. Student able to: use market opportunities that correspond to their interests and abilities; make an initial decision about business; work effectively within the framework of legal norms; evaluate the potential market opportunities of a startup.

Fundamentals of Dataset Development and Natural Language Processing
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to form a collection of datasets, selecting and processing according to certain rules a set of texts used as a basis for studying the language. The discipline is aimed at studying statistical and other methods for big data, corpora, dictionaries.

Fundamentals of Information Security
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: learn the basics of information security and information security, principles of cryptographic transformations; After successful completion of this course, students are expected to be able: 1. To demonstrate the basics of information security and information security, the principles of cryptographic transformations; 2. use the basic methods, methods and means of obtaining, storing, processing information 3. understand the nature and importance of information in the development of the modern information society 4. to analyze the degree of information security and increase the level of protection, taking into account the development of mathematical and software computing systems; 5. analyze the basics of legislation in the field of information protection.

Fundamentals of machine learning
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The study of methods of extracting, processing and analyzing data, including data extraction and transforming them into a form which will be easier to work later. Familiarity with software packages for analyzing information stored in databases, like OLAP (On-line Analytical Processing) and training for practical statistical data analysis. After successful completion of this course, students are expected to be able: - formulate the mechanism of using an artificial neural network in data mining tasks; - correctly draw up an explanatory note, confidently behave during the report and adequately answer questions; - analyze the methods of extracting data using modern technology.

Fundamentals of Neural Machine Translation
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The goal of the discipline is to master the basics of neural machine translation (NMT). The discipline is aimed at studying the algorithm used to translate words from one language to another. The practical value of the discipline is that a high-quality NMT can determine the context of the translation and use the model to offer a more accurate translation. Such tools as: Google Translate, DeepL, Yandex, Baidu Translate will be studied.

Fundamentals of speech recognition
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the subject is the process of converting a speech signal into digital information. The object of the subject is modern speech recognition technologies. The purpose of the subject is the analysis of modern technologies of speech recognition on the example of some systems. The main aspects of the implementation of speech recognition systems and some features of various technologies will be considered.

Information Security Management in the Information Systems
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim оf discipline: learn the basics of information security and information security, principles of cryptographic transformations; Тhe formation of professional skills related to the structure of legal information security and related legislation in the field of information, information technology and information protection, personal data, intellectual property, state secrets, electronic digital signatures, technical regulation; Concepts related to issues of responsibility for infringements in the field of information security, as well as mechanisms for protecting the rights and legal interests of subjects of the information sphere.

Introduction to NLP Statistical Methods
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Introduction to Statistical Methods NLP includes all quantitative approaches to automated language processing, including probabilistic modeling, information theory, and linear algebra. The statistical method is widely used in machine translation services, automatic reviewers, and some chatbots. Models of a huge amount of an array of texts will be studied, in which statistical patterns have been established. Then such models are used to translate texts or generate new contexts.

Introduction to Programming for NLP (Python)
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The discipline is aimed at studying such a platform as NLTK (Natural Language Toolkit), this platform is used to create NLP programs in Python. It has easy-to-use interfaces for many language corpora, as well as text processing libraries for classification, tokenization, stemming, markup, filtering, and semantic reasoning. Well, it is also a free open source project that is being developed with the help of the community. The discipline uses this tool to show the basics of NLP. The discipline focuses on the use of NLTK tools.

IS Innovation and New Technologies
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is the acquisition of theoretical foundations and practical skills in the field of information technology innovations and the characteristics of new technologies. The training course forms with future specialists an in-depth knowledge of modern information and communication technologies. Discipline is focused on learning: An introduction to innovation. Innovations and its types in IS Innovation process and its phases. The main stages of the innovation process and the phase of the life cycle of the IS-product. The invention of innovation in IS.

IS Project Management
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Aim of discipline: to study the methods of managing information and technology projects based on the methodologies used in the world practice and the main methods of developing information systems for the period of operation. After successful completion of this course, students are expected to be able: 1. Define the theoretical and methodological foundations of project management systems; 2. Describe methodological approaches to making decisions on the development of the concept of the project 3. To apply organizational forms of project management of information systems and methods of their development and optimization 4. Distinguish tools for planning and monitoring the progress of the project 5. Support projects using software (MS Project).

IT-Infrastructure
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline: the basics of the theory and practice of IT infrastructure management, to gain theoretical knowledge about current trends in the formation of enterprise development, about their driving forces, about the versatility of the impact of information and telecommunication technologies on the architecture of the enterprise. The following will be studied: Basic concepts of IT infrastructure. Modeling and development of enterprise architecture. Building an optimal IT Infrastructure. Ensuring information security of the IT infrastructure.

Legal Bases of Corruption Control
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The goal of the discipline is to form a responsible attitude and the ability to demonstrate in practice the application of the principles and norms of anti-corruption legislation in order to prevent corruption offenses, to form intolerance towards corruption, an anti-corruption culture in everyday life and at the workplace, civil liability. The following will be studied: anti-corruption legislation, the system and activities of anti-corruption subjects, causes and conditions conducive to corruption, anti-corruption policy, international experience in combating corruption.

Machine Learning methods in NLP
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The aim of the discipline is natural language processing, which allows you to get new results and is a very wide area. The discipline focuses on the following key aspects of practical application such as: basic machine learning methods, identification of different cohorts of users or customers, accurate detection and extraction of various categories of reviews, text classification according to its meaning.

Network Administration
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The objectives of the discipline "Network Administration": 1. To provide students with basic knowledge of the principles of building modern corporate systems. 2. To lay the foundations for subsequent courses on corporate systems management. 3. To introduce students to modern implementations of management structures of corporate systems. 4. Train students in the use of corporate system administration tools

NLP Basics
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The goal of the discipline is machine learning technology, which gives computers the ability to interpret, manipulate and understand human language. The discipline focuses on natural language processing and is critical to the effective analysis of text and speech data. In this way, differences in dialects, slang and grammatical irregularities typical of everyday conversations can be overcome. Techniques will be explored for several automated tasks such as processing, parsing and archiving large documents, analyzing customer feedback or call center records, running chatbots for automated customer service, classifying and extracting text.

NLP technologies in Artificial Intelligence
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The goal of the discipline is natural language processing (NLP). The discipline is aimed at one of the areas of using artificial intelligence (AI), which allows computers to understand, generate and process texts in natural languages. Natural language text processing makes it possible to use natural language texts or verbal utterances to query data. They will learn the underlying technology behind virtual assistants such as Oracle Digital Assistant (ODA), Siri, Cortana, or Alexa. NLP applies to both written texts and spoken language and can work with all natural languages on earth.

Programming in Java Language
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to study the basics of programming, debugging and implementation of software systems. The course also analyzes the principles of network technologies and programs using the Java programming language. The following will be studied: basic concepts and components of Java technology, the composition of the SDK development kit, basic concepts of the Java language: class, object, attribute, operation, composition, inheritance, interface, package.

Programming on Java Language
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The discipline is aimed at learning the Java language and parallel programming. Topics: basic elements of object-oriented programming in JAVA language - decomposition of the problem into objects, encapsulation of the internal state and behavior of the object, described by the class, building a class hierarchy, polymorphism, multiple inheritance, parametric polymorphism, exception handling mechanism, new JAVA language properties - namespace, types, functions, operators, and a template library. MPI technology, OpenMP.

Scientific Research Methods
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - Objective - to develop skills in cognitive activity in the field of science. To use methods of scientific research for understanding and assimilating information. To be able to describe the object of research. To master methods of search, processing of scientific information, systematization, analysis, synthesis to obtain an objective content of scientific knowledge. To apply analytical and practical research methods and argumentation systems for justification, assertion, evaluation.

Search and Data Retrieval
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to develop the ability to apply practical skills of web search and data ranking. The discipline is aimed at studying the basic concepts of information retrieval and the basic principles of information retrieval systems, processing and analyzing data of various sizes, analyzing information from various sources and databases using information, computer and network technologies.

Search and retrieval of data
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to develop the ability to apply practical skills of web search and data ranking. The discipline is aimed at studying the basic concepts of information retrieval and the basic principles of information retrieval systems, processing and analyzing data of various sizes, analyzing information from various sources and databases using information, computer and network technologies.

Security Control Systems
  • Type of control - [RK1+MT+RK2+Exam] (100)
  • Description - The purpose of the discipline is to form the ability to assess the quantitative assessment of IT risks and detect attacks and vulnerabilities. After successful completion of this course, students are expected to be able: 1. to evaluate informational risks; 2. to evaluate with large number of IT-risks; 3. to identificate of IT-risk; 4. to invent of IT-assets; 5. to explore the horror and embarrassment; 6. to throw down IT-risks; 7. to use the basic security models of operating system; 8. to know cryptographic models, algorithms for encryption; 9. to understand the basic information security in the network; 10. to know the standard of information security in accordance with the information infrastructure. During the study of the discipline students will learn following aspects: risks, threats, properties and systems of information protection. Study of basic concepts and definitions; Sources, risks and forms of attacks on information, security policies and standards, types of security model of the main OS, protection of information in networks, requirements for information security systems. information security in accordance with the information infrastructure.

Data for 2021-2024 years

INTERNSHIPS

Pre-Diploma
  • Type of control - Защита практики
  • Description - TThe objective is form the ability to consolidate the theoretical knowledge, analytical and managerial skills, collecting material for the diploma work. The following will be studied: analysis of enterprises' performance effectiveness, advantages and disadvantages of enterprises, list of partners, agreements, contracts, arrangement of meetings, negotiations, recruitment of personnel, team work.

Production
  • Type of control - Защита практики
  • Description - Formation of a scientific, research approach in the future political scientist's activity, practical application of the methodological approach in research activities, possession of skills to participate in the research process.

Professional (educational) practice
  • Type of control - Защита практики
  • Description - The purpose of the practice is to form the ability to apply in the field in practice their knowledge and skills formed during the development of the discipline "Geodesy", as close as possible to the production conditions of land management. As a result of the internship the student will be able to: 1. use surveying tools; 2. make verification of theodolites, levels, total stations and their installation in the working position; 3. lay theodolite course; 4. make leveling; 5. perform total station survey; 6. to produce laboratory processing of field measurements; 7. make a plan, longitudinal and transverse profiles and other necessary drawings. The practice of geodesy refers to a cycle of training practices. During the practice, the following types of geodetic works will be done: verification of theodolites, levels, total stations and their installation in the working position: centering, horizonting; measurements by theodolite, level, total station; laying of the traverse along the boundary of land use and checking the admissibility of measurement errors; in excess of measurement errors, repeated measurements are made; leveling and checking the admissibility of measurement errors; surveying and manufacturing plan.

Professional (educational) practice (credit transfer)
  • Type of control - Защита практики
  • Description -

Professional (production) practice
  • Type of control - Защита практики
  • Description - The purpose of the practice is to form professional knowledge in the field of the chosen specialty, to consolidate the theoretical knowledge obtained in the disciplines of the directions and special disciplines of the program, to master the necessary professional competencies in the chosen direction of specialized training. The practice is designed to create conditions for the formation of practical competencies.

Data for 2021-2024 years