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- BSc:Syllabi Table
BS3 – T1
- https://eduwiki.innopolis.university/index.php/BSc:_Introduction_To_Machine_Learning.previous_version CSE302 — Introduction to Machine Learning
- https://eduwiki.innopolis.university/index.php/BSc:_Philosophy_II.previous_version HSS602 — Philosophy II (Languages and Perceptions
- https://eduwiki.innopolis.university/index.php/BSc:_Programming_Paradigms.previous_version CSE109 — Programming
- CSE114 — Distributed And Network Programming
- https://eduwiki.innopolis.university/index.php/BSc:_Compilers_Construction.previous_version CSE115 — Compilers Construction
- https://eduwiki.innopolis.university/index.php/BSc:_Game_Theory.previous_version CSE304 — Game Theory
- https://eduwiki.innopolis.university/index.php/BSc:_Nature_Inspired_Computing.previous_version CSE340 — Nature Inspired Computing
- https://eduwiki.innopolis.university/index.php/BSc:_Reinforcement_Learning.previous_version CSE___ — Reinforcement Learning
- https://eduwiki.innopolis.university/index.php/BSc:_Mechatronics.previous_version CSE405 — Mechatronics
- https://eduwiki.innopolis.university/index.php/BSc:_Theoretical_Mechanics.previous_version CSE408 — Theoretical Mechanics
- https://eduwiki.innopolis.university/index.php/BSc:_Introduction_To_Robotics.previous_version CSE406 — Fundamentals of Robotics
- https://eduwiki.innopolis.university/index.php/List_of_BSc_Humanitarian_Electives.previous_version Hum Elective 1
- https://eduwiki.innopolis.university/index.php/BSc:PhysicalCultureandSport.previous_version HSS105 — Physical Culture and Sport
BS3 - T2
- https://eduwiki.innopolis.university/index.php/BSc:_Information_Retrieval.previous_version CSE306 — Information Retrieval
- https://eduwiki.innopolis.university/index.php/BSc:_Advanced_Compilers_Construction_and_Program_Analysis.previous_version CSE108 — Advanced Compilers Construction and Program Analysis
- https://eduwiki.innopolis.university/index.php/BSc:_Introduction_To_Big_Data.previous_version CSE303 — Introduction to Big Data
- https://eduwiki.innopolis.university/index.php/BSc:_Data_Mining.previous_version CSE305 — Data Mining
- https://eduwiki.innopolis.university/index.php/BSc:_Natural_Language_Processing.previous_version CSE311 — Natural Language Processing
- https://eduwiki.innopolis.university/index.php/BSc:_Sensors_And_Sensing.previous_version CSE404 — Sensors and Sensing
- https://eduwiki.innopolis.university/index.php/BSc:_Mechanics_And_Machines.previous_version CSE407 — Mechanics And Machines
- https://eduwiki.innopolis.university/index.php/BSc:_Robotic_Systems.previous_version CSE409 — Robotic Systems
- https://eduwiki.innopolis.university/index.php/BSc:_System_And_Network_Administration.previous_version CSE502 — System And Network Administration
- https://eduwiki.innopolis.university/index.php/BSc:_Network_And_Cyber_Security.previous_version CSE503 — Network And Cyber Security
- https://eduwiki.innopolis.university/index.php/BSc:_Signals_And_Systems.previous_version CSE504 — Signals and Systems
- https://eduwiki.innopolis.university/index.php/BSc:_Fundamentals_of_Computer_Security.previous_version CSE509 — Fundamentals of Information Security
- https://eduwiki.innopolis.university/index.php/BSc:_Lean_Software_Development.previous_version CSE803 — Lean Software Development
- https://eduwiki.innopolis.university/index.php/List_of_BSc_Technical_Electives.previous_version Tech Elective 1
- https://eduwiki.innopolis.university/index.php/List_of_BSc_Technical_Electives.previous_version Tech Elective 2
- Industrial Placement,
- Project Environment Engineering Training
BS4-T1
- https://eduwiki.innopolis.university/index.php/BSc:_Introduction_To_Computer_Vision.previous_version
- https://eduwiki.innopolis.university/index.php/BSc:_Practical_Machine_Learning_Deep_Learning.previous_version CSE308 — Practical Machine Learning And Deep Learning
- https://eduwiki.innopolis.university/index.php/BSc:_DevOps_Engineering DevOps Engineering.previous_version
- Total Virtualization or Software Architecture
- https://eduwiki.innopolis.university/index.php/BSc:_Secure_System_Development.previous_version Secure System Development
- https://eduwiki.innopolis.university/index.php/BSc:AcademicResearchandWritingCulture.previous_version HSS501 — Academic Research and Writing Culture 1
- Practicum Project - 1
- https://eduwiki.innopolis.university/index.php/List_of_BSc_Technical_Electives Tech Elective 3
- [https://eduwiki.innopolis.university/index.php/List_of_BSc_Technical_Electives Tech Elective 4
- https://eduwiki.innopolis.university/index.php/BSc:SoftwareQualityandReliability.S22.previous_version CSE806 — Software Quality and Reliability
- Human-AI Interaction Design
- https://eduwiki.innopolis.university/index.php/BSc:StatisticalTechniquesForDataScience.previous_version CSE310 — Statistical Techniques for Data Science and Robotics
- https://eduwiki.innopolis.university/index.php/BSc:AcademicResearchandWritingCulture2.S22.previous_version HSS502 — Academic Research and Writing Culture 2
- Practicum Project - 2
- Thesis - Final
- Theoretical Sports
- https://eduwiki.innopolis.university/index.php/BSc:_History.previous_version HSS601 — History (History of Russia, World History
- https://eduwiki.innopolis.university/index.php/List_of_BSc_Humanitarian_Electives.previous_version Hum Elective 2
BS4-T2
- CSE806 — Software Quality and Reliability
- | Human-AI Interaction Design
- | CSE310 — Statistical Techniques for Data Science and Robotics
- HSS502 — Academic Research and Writing Culture 2
- | [Practicum Project - 2]
- | [Thesis - Final]
- | [Theoretical Sports]
- | HSS601 — History (History of Russia, World History)
- | Hum Elective 2
________________________________________________
- BSc:Syllabi Table 3+1
CSE201 - Mathematical Analysis I
CSE203 - Mathematical Analysis II
CSE204 - Analytic Geometry And Linear Algebra I
CSE204 - Analytic Geometry And Linear Algebra II
CSE301 - Introduction To Artificial Intelligence
CSE206 - Probability And Statistics
CSE101 - Introduction To Programming
CSE113 - Logic and Discrete Mathematics
HSS203 - English For Academic Purposes I
CSE401 - Computer Architecture
CSE103 - Theoretical Computer Science
CSE112 - Software System Analysis and Design
CSE117 - Data Structures Algorithms
HSS203 - English For Academic Purposes II
[ Software Project]
Tech Elective 1 - List of BSc Technical Electives
Hum Elective 1 - List of BSc Humanitarian Electives
HSS105 — Physical Culture and Sport
HSS601 - History (History of Russia, World History)
CSE205 - Differential Equations
CSE206 - Probability And Statistics
CSE301 - Introduction To Artificial Intelligence
CSE301 - Introduction To Artificial Intelligence
previous_version Introduction to Optimization
CSE114 - Distributed and Network Programming
CSE302 - Introduction to Machine Learning
CSE310 - Statistical Techniques
CSE340 - Nature Inspired Computing
CSE406 - Fundamentals of Robotics
CSE408 - Theoretical Mechanics
[Reinforcement Learning]
[Capstone Project]
Tech Elective 2 - List of BSc Technical Electives
Hum Elective 2 - List of BSc Humanitarian Electives
[Life Safety]
HSS105 - Physical Culture and Sport
CSE109 - Programming Paradigms
CSE115 — Compiler Construction
CSE306 - Information Retrieval
CSE307 - Introduction to Computer Vision
CSE308 - Practical Machine Learning and Deep Learning
CSE311 - Natural Language Processing
CSE503 - Network and Cyber Security
CSE509 — Fundamentals of Information Security
CSE803 - Lean Software Development
Tech Elective 3 - List of BSc Technical Electives
CSE108 - Advanced Compilers Construction and Program Analysis
CSE303 — Introduction to Big Data
CSE504 — Digital Signal Processing (early Signals And Systems)
CSE806 - Software Quality, Reliability and Security
[Human-AI Interaction Design]
[Explainable and Fair AI]
[Data and Knowledge Representation]
[Autonomous Robotics]
[Secure System Development]
Tech Elective 3 - List of BSc Technical Electives
- BSc:Syllabi Table*
- Core BSc courses*
Technical Computer Science, Programming
- CSE101 — Introduction to Programming I
- CSE102 — Introduction to Programming II
- CSE103 — Theoretical Computer Science
- CSE105 — Operating Systems
- CSE106 — Databases
- CSE108 — Advanced Compilers Construction and Program Analysis
- CSE109 — Programming Paradigms
- CSE112 — Software Systems Analysis and Design
- CSE114 — Distributed And Network Programming
- CSE115 — Compilers Construction
- CSE117 — Data Structures and Algorithms
Maths
- CSE113 — Philosophy I - (Discrete Math and Logic)
- CSE201 — Mathematical Analysis I
- CSE202 — Analytical Geometry and Linear Algebra I
- CSE203 — Mathematical Analysis II
- CSE204 — Analytic Geometry And Linear Algebra II
- CSE205 — Differential Equations
- CSE206 — Probability And Statistics
- CSE??? — Introduction to Optimization
AI
- CSE301 — Introduction to Artificial Intelligence
- CSE302 — Introduction to Machine Learning
- CSE303 — Introduction to Big Data
- CSE304 — Game Theory
- CSE305 — Data Mining
- CSE306 — Information Retrieval
- CSE307 — Introduction to Computer Vision
- CSE308 — Practical Machine Learning And Deep Learning
- CSE310 — Statistical Techniques for Data Science and Robotics
- CSE311 — Natural Language Processing
- CSE340 — Nature Inspired Computing
Hardware and Robotics
- CSE401 — Fundamentals of Computer Architecture
- CSE402 — Physics I (Mechanics)
- CSE403 — Control Theory
- CSE404 — Sensors and Sensing
- CSE405 — Mechatronics
- CSE406 — Fundamentals of Robotics
- CSE407 — Mechanics And Machines
- CSE408 — Theoretical Mechanics
- CSE409 — Robotic Systems
- CSE410 — Physics II - Electrical Engineering
Security and Networks
- CSE501 — Networks
- CSE502 — System And Network Administration
- CSE503 — Network And Cyber Security
- CSE504 — Digital Signal Processing
- CSE508 - DevOps Engineering
- CSE509 — Fundamentals of Information Security
SE
- CSE803 — Lean Software Development
- CSE806 — Software Quality and Reliability
- CSE807 — IT Product Development
Humanities
Pedagogy
Languages and literature
The science
History and philosophy
- Core MSc courses
- Numbered courses*
Data Science
- CSE132 — Software Design with Python
- CSE328 — Machine Learning
- CSE329 — Empirical Methods
- CSE330 — Big Data Technologies And Analytics
- CSE331 — Advanced Statistics
- CSE332 — Advanced Machine Learning
- CSE333 — Optimization
- CSE334 — Advanced Information Retrieval
- CSE335 — High-Dimensional Data Analysis
- CSE427 — Computer Vision
Robotics
- CSE424 — Fundamental of Robot Control
- CSE425 — Sensing, Perception And Actuation
- CSE426 — Dynamics Of Non-Linear Robotic Systems
- CSE428 — Computational Intelligence
- CSE429 — Advanced Robotics
Security and Networks
- CSE517 — Classical Internet Applications
- CSE518 — Internetworking And Routing
- CSE519 — Advanced Networking
- CSE520 — Security of systems and networks
- CSE522 — Advanced Security
- CSE523 — Cybercrime And Forensics
- CSE524 — Offensive Technologies
Software Engineering
- CSE820 — Managing Software Development
- CSE821 — Requirements Engineering
- CSE822 — Personal Software Process
- CSE823 — Models of Software Systems
- CSE824 — Architectures of Software Systems
- CSE825 — Analysis of Software Artifacts
- CSE826 — Communication
Projects
- CSE525 — Research Project (SNE)
- CSE526 — Industrial SNE Project
- CSE533 — Industrial Project (MIST-SE)
- CSE602 — Master Practicum Project
- CSE711 — Project R
Humanitarian
- HSS501 — Systematic Literature Review for Data Science & Robotics
- HSS*** — Unit-economics for IT startups: metrics-based decision making
__________________________________________________________
ЭЛЕКТИВЫ
1. List of BSc technical electives
Computer Science, Programming
- CSE120 - Enterprise programming on Javascript - Advanced
- CSE120 - Enterprise programming on Javascript - Advanced
- CSE121 - Introduction to Quantum Programming
- CSE122 - Front-end Web Development
- CSE122 - Front-end Web Development
- CSE123 - Procedural Content Generation for Games
- CSE124 - Introduction to Functional Programming and Scala Language
Maths
AI
- CSE301 - Introduction to Practical Artificial Intelligence
- CSE312 - Computer Vision and Deep Learning
- CSE315 - Introduction to Neurosciences
- CSE316 - High-Performance Computing
- CSE321 - Product owner simulator
- CSE324 - The Security and Interpretability of Machine Learning
- CSE324 - Security and Interpretability of Machine LearningCSE
- HSS324 - Simulation Modeling of Financial and Economic systems
Hardware and Robotics
- CSE411 - Service Design (Human Computer Interaction for AI)
- CSE413 - Electromechanical systems
- CSE415 - Actuators
- CSE420 - Applied Software Architecture
- CSE421 - Measurement for Robotics
- CSE422 - Applied Nonlinear Control
Security and Networks
- CSE506 - Distributed Ledger Technologies
- CSE510 - Cyberphysical systems
- CSE512 - Advanced Linux: understanding and programming
- CSE516 - Distributed Systems and Middleware: Patterns and Frameworks
Business and analytics
Research
Software Engineering
- CSE808 - Software Product Development and Analysis
- CSE809 - Cross-platform Mobile Development with Flutter
- CSE810 - Introduction to Game Programming
- CSE811 - Computer Graphics in Game Development
- CSE812 - iOS Development with Swift
- CSE815 - Introduction to Software Requirements and Specifications
- CSE818 - Modern Application Production
- CSE819 - Advanced Topics in Software Testing
2. элективы - List of BSc humanitarian elective
Pedagogy
- HSS103 - IT-Law for IT-specialist
- HSS104 - Instructional skills for training in IT companies and educational organisations
Languages and literature
- HSS206 - Reading Skills.previous_version for IT-specialist
- HSS208 - Art of Reading (Learning and Understanding)
- HSS208 - Art of Reading (Learning and Understanding)
Business management
- HSS301 - Applied Economics: Introduction to IT Entrepreneurship
- HSS302 - Venture Capital Hacks in IT industry: From Zero to Negotiating and Investment Deal
- HSS304 - Introduction to Economics of Entrepreneurship in IT Industry
- HSS305 - Introduction to Career Development for IT-specialist
- HSS305 - Introduction to Career Development (Moodle)
- HSS308 - Tech Startup Design
- HSS310 - Business Development, Sales and Marketing in IT Industry
- HSS311 - Introduction to Cross-Cultural Management
- HSS315 - Basics of Product Management
- HSS321 - Strategic Management of Technology and Innovation
- HSS323 - Introduction to IT Entrepreneurship
Psychology and negotiation
- HSS401 - Critical Thinking for IT-specialist
- HSS402 - Psychology of IT-specialist
- HSS405 - Introduction to Public Speaking for IT-specialist
- HSS406 - Personal Efficiency Skills of IT-specialist
The science
________________________________________________________________________________
3. элективы - List of MSc technical electives
Hardware and Robotics
Research
4. элективы - List of MSc humanitarian elective
Business management
Psychology and negotiation
The science
____________________________________________
MSc:Syllabi Tabledraft Final - Overview of the MS Program
MS1-S1
- | CSE329 — Empirical Methods for Software Engineers and Data Scientists
- | CSE335 — High-Dimensional Data Analysis
- | CSE328 — Machine Learning
- | CSE132 — Software Design with Python
- | [Research Methodology for Data Science and Robotics]
- | Hum Elective (SNE - 1, DS - 1)
- | CSE132 — Software Design with Python
- | [Research methodology for Data Science & Robotics]
- | CSE425 — Sensing, Perception And Actuation
- | CSE424 — Fundamentals of Robot Control
- | CSE426 — Dynamics Of NonLinear Robotic System
- | CSE519 — Advanced Networking
- | CSE517 — Classical Internet Applications
- | Security of systems and networks
- | Internetworking and routing
- | CSE820 — Managing Software Development
- | CSE821 — Requirements Engineering
- | It Product Development
- | [IT business start]
- | Zero-Code Development
- | [Unit Economics in IT business]
- | Tech Elective (ITE - 1)
MS1-S2
- | CSE331 — Advanced Statistics
- | CSE332 — Advanced Machine Learning
- | CSE334 — Advanced Information Retrieval
- | CSE330 — Big Data Technologies And Analytics
- | HSS501 — Systematic Literature Review for Data Science & Robotics
- | [Research Project (SNE)]
- | CSE521 — Large Systems
- | CSE523 — Cybercrime And Forensics
- CSE524 — Offensive Technologies
- CSE522 — Advanced Security
- Hum Elective (SNE - 2, ITE - 1)
- [Industrial Project]
- CSE823 — Models of Software System
- | CSE825 — Analysis of Software Artifacts
- | [Archictectures of Software Systems]
- | CSE826 — Communication
- | Founder Project
- | [Marketing and Sales for IT Business]
- | [CTO Toolkit: Quality, Process, and Team]
- CEO Toolkit: Operations, Finance, HR, Legal Aspect, IP Law
- Учебная практика, ознакомительная практика
- Учебная практика, технологическая (проектно-технологическая) практика / Practical Training, Project Engineering Training
MS1-S3
- | [Industrial Project]
- | Tech Elective (SE - 1)
- | Hum Elective (SNE - 1)
- | Tech Elective (SE - 2, ITE - 2)
- | Founder Project
- | [Venture Capital and Growth Hacking]
MS2-S1 CSE333 — Optimization
- | CSE820 — Managing Software Development
- | [Master Practicum Project]
- | Tech Elective 1 (DS&RO)
- | CSE335 — High-Dimensional Data Analysis
- | Производственная практика, преддипломная практика
- | Industrial Project / Промышленный проект
- | Industrial SNE Project / Индустриальный проект SNE
- | Учебная практика, ознакомительная практика
- | Учебная практика, технологическая (проектно-технологическая) практика
- | Tech Elective 2 (DS&RO)
- | Hum Elective (DS & RO)
- | Master Practicum Project
MS2-S2
- | Выполнение и защита выпускной квалификационной работы У SE и SNE В 3 СЕМЕСТРЕ / Thesis (Master thesis)