| Lesson Code | Course Name | Class | Credit | Lesson Time | Weekly Lesson Hours (Theoretical) | Weekly Lesson Hours (Practice) | Weekly Class Hours (Laboratory) |
|---|---|---|---|---|---|---|---|
| SZOZh6306 | Expert and intelligent learning systems | Екінші курс | 5 | 150 | 15 | 30 |
Formation of the student's readiness to perform various types of professional activities related to the application of knowledge in the field of theory and practice of creation and application of intelligent information systems. Special attention is paid to the creation and maintenance of an information and educational environment for open and distance learning, the development of new object technologies, the creation of a database of educational materials along with the development of traditional technologies.
Team work, critical thinking, brainstorming,
The teacher of the subject can change the teaching methods, forms, type of supervision and amount of time of introduction of specialized adaptation subjects (modules) for students with disabilities in cooperation with structural departments.
| 1 | Develops and promotes innovative pedagogical methods of modern information technologies using distance learning technologies |
| 2 | He has information security skills, the use of cloud technologies and services, is able to apply testing and system analysis methods in the field of research |
| Haftalık Konu | Evaluation Method | |
|---|---|---|
| 1 | Historical trends in the development of artificial intelligence as a science | Ауызша және жазбашаPractical |
| 2 | The history of research in the field of artificial intelligence and the basic concepts in this field | Ауызша және жазбашаPractical |
| 3 | The main areas of research in the field of artificial intelligence | Ауызша және жазбашаPractical |
| 4 | Practical application of artificial intelligence in the digital economy | Ауызша және жазбашаPractical |
| 5 | Artificial intelligence: neural networks and machine learning | Ауызша және жазбашаPractical |
| 6 | Artificial intelligence Proposal for the global economy | Ауызша және жазбашаPractical |
| 7 | Artificial intelligence and practical use of some features | Ауызша және жазбашаPractical |
| 8 | The concept of a neural network. The principle of building neural networks | Ауызша және жазбашаPractical |
| 9 | Neural network training. Features of using neural networks | Ауызша және жазбашаPractical |
| 10 | Adaptive learning | Ауызша және жазбашаPractical |
| 11 | The methodology of designing an expert training system for use in the educational process | Ауызша және жазбашаPractical |
| 12 | The architecture of the shell of the BESS expert system | Ауызша және жазбашаPractical |
| 13 | The architecture of the educational shell of the BELS expert system | Ауызша және жазбашаPractical |
| 14 | Using the shell of the BESS expert system in the learning process | Ауызша және жазбашаPractical |
| 15 | Adaptive testing of the student's knowledge. | Ауызша және жазбашаPractical |
| PÇ1 | PÇ2 | PÇ3 | PÇ4 | PÇ5 | PÇ6 | PÇ7 | PÇ8 | PÇ9 |
|---|
| Textbook / Material / Recommended Resources | ||
|---|---|---|
| 1 | Data mining. Textbook [Text] / A. B. Nugumanova, M. E. Mansurova. - Almaty :Kazakun-ti, 2020 Jasandy intellect: zhanashyl adis [Text]. baslym.3 / S. Russell, P. Norvig. - Almaty : Kazakhstan Republikasy Bilim zhane gylym ministerligi, 2016 | |
| 2 | Jasandy intellect: tabigaty men bolashagi. [Text] / Kazakh til. aud-n: Omarov B.S. - Almaty : KR ZHOO kauymdastygy, 2019 | |
| 3 | Evaluation of innovative projects based on artificial intelligence methods. Textbook [Text] / G. Mutanov, J. Mamykova, J. Esengalieva. - Almaty : KazNU, 2015 | |
| 4 | Jasandy intellect: zhanashyl adis [Text]. basYlym.3 / S. Russell, P. Norvig. - Almaty : Kazakhstan Republikasy Bilim zhane gylym ministerligi, 2016 | |
| 5 | Graftar theory [Text] / G. I. Salgaraeva. - A. : Dauir, 2013N.A. Dubinets. Ziyatkerlik akparattyk zhuyeler: Oku-adistemelik kural. / - Pavlodar: Kereku, 2015. - 82 b | |
| 6 | Popov S.N., Popova A.C.Programming: An electronic textbook. - Karaganda: KarSTU, 2018 | |
| 7 | Jasandy intellect: zhanashyl adis [Text]. baslym.3 / S. Russell, P. Norvig. - Almaty : Kazakhstan Republikasy Bilim zhane gylym ministerligi, 2016 |