Backups

• 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

________________________________________________

• 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)

CSE105 - Operating Systems

CSE205 - Differential Equations

CSE206 - Probability And Statistics

CSE301 - Introduction To Artificial Intelligence

CSE402 - Physics I

CSE301 - Introduction To Artificial Intelligence

previous_version Introduction to Optimization

CSE106 - Advanced Databases

CSE114 - Distributed and Network Programming

CSE302 - Introduction to Machine Learning

CSE310 - Statistical Techniques

CSE340 - Nature Inspired Computing

CSE403 - Control Theory

CSE406 - Fundamentals of Robotics

CSE408 - Theoretical Mechanics

CSE410 - Physics II

CSE501 - Networks

[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

CSE405 - Mechatronics

CSE407 - Mechanics & Machines

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

CSE304 - Game Theory

CSE305 - Data Mining

CSE404 - Sensors & Sensing

CSE409 - Robotic Systems

CSE504 — Digital Signal Processing (early Signals And Systems)

CSE508 - DevOps Engineering

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

• HSS601 — History (History of Russia, World History)
• HSS105 — Physical Culture and Sport

Languages and literature

• HSS203 — Foreign Language I
• HSS204 — Foreign Language II

The science

• HSS501 — Academic Research and Writing Culture 1
• HSS502 — Academic Research and Writing Culture 2

History and philosophy

• HSS602 — Philosophy II (Languages and Perceptions)

---

• 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

• CSE208 - Numerical Modelling

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

• CSE608 - Market Research for IT Startups

Research

• CSE706 - Project
• CSE707 - Systematic Literature Review

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

• HSS503 - Design Fiction
• HSS504 - Science Ethics

________________________________________________________________________________

3. элективы - List of MSc technical electives

Hardware and Robotics

• CSE430 - Behavioral and Cognitive Robotics

Research

• CSE708 - R&D Performance Management

4. элективы - List of MSc humanitarian elective

Business management

• HSS316 - Cross-Cultural Management (Advanced)

Psychology and negotiation

• HSS408 - Public Speaking for IT-specialist (Advanced)

The science

• HSS503 - Design Fiction

____________________________________________

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)