No
| The name of the module, academic discipline, course project (course work)
|
Academic hours
|
Credits
|
Form of control
|
Total
| Total in class
|
sem.
|
sem.
|
sem.
|
sem.
|
1.
| State Component
| | | |
|
|
|
|
1. 1
| Modulus «Statistical Analysis and Operations Research»
|
|
|
|
|
|
|
|
1. 1. 1
| Mathematical and Applied Statistics
|
|
|
| Ex.
|
|
|
|
1. 1. 2
| Decision theory
|
|
|
|
| Ex.
|
|
|
1. 2
| Modulus «Mathematical and Computer Modeling»
|
|
|
|
|
|
|
|
1. 2. 1
| Mathematical Models in Information Technologies
|
|
|
|
|
| Test
|
|
1. 2. 2
| Applications of Computer Modeling
|
|
|
|
|
| Ex.
|
|
1. 3
| Modulus «Academic Research»
|
|
|
|
|
|
|
|
1. 3. 1
| Methodology of Mathematical Research
|
|
|
| Test
|
|
|
|
1. 3. 2
| Research Seminar
|
|
|
| Test
| Test
| Test
|
|
2.
| Higher Education Institution Component
|
|
|
|
|
|
|
|
2. 1
| Modulus «Foreign Language»
|
|
|
|
|
|
|
|
2. 1. 1
| English in Professional Activity
|
|
|
| Test
| Ex.
|
|
|
2. 2
| Modulus « Cloud Technologies and Internet Services Designs»
|
|
|
|
|
|
|
|
2. 2. 1
| AWS and Cloud Technologies
|
|
|
|
| Ex.
|
|
|
2. 2. 2
| Analysis and Design of Information Systems / Design and Development of Highly Loaded Services / Storage systems / et al.
|
|
|
|
|
| Ex.
|
|
2. 2. 3
| Design and Prototyping of User Interfaces / Thin Client Technologies / et al.
|
|
|
|
|
| Test
|
|
2. 3
| Modulus «Data Analysis and Artificial Intelligence Methods»
|
|
|
|
|
|
|
|
2. 3. 1
| Machine Learning
|
|
|
| Test
|
|
|
|
2. 3. 2
| Computer Vision and Graphics / Data Visualization / et al.
|
|
|
|
| Ex.
|
|
|
2. 3. 3
| Data Mining / Parallel and Stream Data Processing Systems / Deep Machine Learning / et al.
|
|
|
|
|
| Test
|
|
2. 4
| Modulus «Programming Technologies»
|
|
|
|
|
|
|
|
2. 4. 1
| Python Language in an Industrial Environment / et al.
|
|
|
| Test
|
|
|
|
2. 4. 2
| Functional Programming and Scala Technologies / Julia Language / et al.
|
|
|
| Ex.
|
|
|
|
2. 4. 3
| . Net technologies / et al.
|
|
|
|
| Test
|
|
|
2. 4. 4
| Java EE Technologies / Internet of Things / et al.
|
|
|
|
| Ex.
|
|
|
No
| The name of the module, academic discipline, course project (course work)
|
Academic hours
|
Credits
|
Form of control
|
Total
| Total in class
|
sem.
|
sem.
|
sem.
|
sem.
|
2. 5
| Modulus «Distributed Applications and Cryptographic Technologies»
|
|
|
|
|
|
|
|
2. 5. 1
| Number and Theoretic Algorithms for Information Security
|
|
|
| Ex.
|
|
|
|
2. 5. 2
| Cryptographic Technologies
|
|
|
|
|
| Ex.
|
|
2. 5. 3
| Architecture of Distributed Applications / Patterns and Algorithms of Distributed Applications / et al.
|
|
|
|
|
| Ex.
|
|
2. 4
| Modulus «Business Analysis in Web Application Design»
|
|
|
|
|
|
|
|
2. 4. 1
| Analysis and Design of Business Processes
|
|
|
| Ex.
|
|
|
|
2. 4. 2
| Internet Marketing / et al.
|
|
|
|
| Test
|
|
|
2. 4. 3
| Optimization and SEO / System Management and Engineering / Economic Informatics / et al.
|
|
|
|
|
| Test
|
|
3.
| Optional Subjects
| | |
|
|
|
|
|
3. 1
| Creative Teaching Techniques at Higher School/ Pedagogy and Psychology of Higher Education
| /108
| /56
| /3
| Test
|
|
|
|
4.
| Series of Disciplines for Candidate Exams and Additional Training
| | |
|
|
|
|
|
4. 1
| Philosophy and Methodology of Science
| /240
| /104
| /6
|
| Ex.
|
|
|
4. 2
| Foreign Language / Russian language for International Communication
| /220
| /140
| /6
| Test
| Ex.
|
|
|
4. 3
| Information Technologies: Basics
| /108
| /72
| /3
| Test
|
|
|
|
5.
| Internship
|
|
|
|
|
|
| Test
|
6.
| Final Certification
|
|
|
|
|
|
| х
|