Difference between revisions of "MSc:Syllabi Table"

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[https://eduwiki.innopolis.university/index.php/MSc:Syllabi_Index MSc The detailed description of the program can be found here.]
  
[https://eduwiki.innopolis.university/index.php/MSc:Syllabi_Index MSc The detailed description of the program can be found here.]
   
−
{| class="wikitable" style="text-align:center;"
 +
{| class="wikitable"
−
|- style="text-align:left;"
 +
|- style="font-weight:bold; text-align:center;"
−
! colspan="5" style="text-align:center; font-weight:bold;" | Year 1, Fall Semester
 +
! colspan="8" style="vertical-align:middle; background-color:#EAECF0; color:#202122;" | Year 1, Fall Semester (MS1-S1)
 
|-
  
|-
−
| style="text-align:left;" |
+
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | Subject
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | DS
−
| DS
  
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | R
−
| R
  
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | SNE
−
| SNE
  
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | SE
−
| MSIT-SE
  
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | ITE
−
|-
  
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | Primary Instructor
−
| Empirical Methods
  
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | Moodle link
−
| Yes
  
  +
|- style="text-align:center;"
−
| No
  
  +
−
| No
  
  +
|- style="text-align:center;"
−
| Yes
  
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Managing_Software_Development Managing Software Development]
−
|-
  
−
| style="background-color:#ffffff;" | MSD
 +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
−
| No
  
  +
| style="vertical-align:bottom;" |
−
| No
  
−
| No
  
−
| Yes
  
−
|-
  
−
| style="background-color:#ffffff;" | Machine Learning
  
 
| style="vertical-align:bottom;" | Yes
  
| style="vertical-align:bottom;" | Yes
  +
| style="vertical-align:bottom;" |
  +
| Andrey Sadovykh
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1144 Moodle]
  +
|- style="text-align:center;"
  +
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Requirements_Engineering Requirements Engineering]
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
 
| style="vertical-align:bottom;" | Yes
  
| style="vertical-align:bottom;" | Yes
−
| style="vertical-align:bottom;" | No
 +
| style="vertical-align:bottom;" |
  +
| Manuel Mazzara
−
| style="vertical-align:bottom;" | No
  
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1146 Moodle]
−
|-
  
−
| style="background-color:#ffffff;" | Requirements Engineering
 +
|- style="text-align:center;"
  +
−
| style="vertical-align:bottom;" | No
  
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Empirical_Methods Empirical Methods]
−
| style="vertical-align:bottom;" | No
  
−
| style="vertical-align:bottom;" | No
  
 
| style="vertical-align:bottom;" | Yes
  
| style="vertical-align:bottom;" | Yes
  +
| style="vertical-align:bottom;" |
−
|-
  
−
| style="background-color:#ffffff;" | Big Data Technologies and Analytics
 +
| style="vertical-align:bottom;" |
 
| style="vertical-align:bottom;" | Yes
  
| style="vertical-align:bottom;" | Yes
−
| style="vertical-align:bottom;" | No
 +
| style="vertical-align:bottom;" |
  +
| Giancarlo Succi
−
| style="vertical-align:bottom;" | No
  
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1147 Moodle]
−
| style="vertical-align:bottom;" | No
  
−
|- style="vertical-align:bottom;"
 +
|- style="text-align:center;"
  +
−
| style="background-color:#ffffff;" | Advanced networking
  
  +
|- style="text-align:center;"
−
| No
  
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Machine_Learning Machine Learning]
−
| No
  
  +
| style="vertical-align:bottom;" | Yes
−
| Yes
  
  +
| style="vertical-align:bottom;" | Yes
−
| No
  
−
|- style="vertical-align:bottom;"
 +
| style="vertical-align:bottom;" |
−
| style="background-color:#ffffff;" | Software Design with Python
 +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
−
| Yes
  
  +
| Adil Khan
−
| Yes
  
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1149 Moodle]
−
| No
  
  +
|- style="text-align:center;"
−
| No
  
  +
−
|- style="vertical-align:bottom;"
  
  +
|- style="text-align:center;"
−
| style="background-color:#ffffff;" | Classical internet applications
  
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Machine_Learning Machine Learning]
−
| No
  
  +
| style="vertical-align:bottom;" |
−
| No
  
  +
| style="vertical-align:bottom;" | Yes
−
| Yes
  
  +
| style="vertical-align:bottom;" |
−
| No
  
−
|- style="vertical-align:bottom;"
 +
| style="vertical-align:bottom;" |
−
| style="background-color:#ffffff;" | Security of systems and networks
 +
| style="vertical-align:bottom;" |
  +
| Rustam Lukmanov
−
| No
  
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1149 Moodle]
−
| No
  
  +
|- style="text-align:center;"
−
| Yes
  
  +
−
| No
  
−
|- style="vertical-align:bottom;"
 +
|- style="text-align:center;"
−
| style="background-color:#ffffff;" | Internetworking and routing
 +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | Fundamentals of Robot Control / Основы управления роботами
  +
| style="vertical-align:bottom;" |
−
| No
  
  +
| style="vertical-align:bottom;" |
−
| No
  
  +
| style="vertical-align:bottom;" |
−
| Yes
  
  +
| style="vertical-align:bottom;" |
−
| No
  
−
|- style="vertical-align:bottom;"
 +
| style="vertical-align:bottom;" | Yes
  +
| Simeon Nedelchev
−
| style="background-color:#ffffff;" | Research Project (SNE)
  
  +
| style="background-color:#F8F9F |
−
| No
  
  +
|- style="text-align:center;"
−
| No
  
  +
−
| Yes
  
  +
|- style="text-align:center;"
−
| No
  
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_High-Dimensional_Data_Analysis High-Dimensional Data Analysis]
−
|- style="vertical-align:bottom;"
  
−
| style="background-color:#ffffff;" | Sensing, perception, and actuation
  
−
| No
  
−
| Yes
  
−
| No
  
−
| No
  
−
|- style="vertical-align:bottom;"
  
−
| style="background-color:#ffffff;" | Fundamental of Robot Control
  
−
| No
  
−
| Yes
  
−
| No
  
−
| No
  
−
|- style="vertical-align:bottom;"
  
−
| style="background-color:#ffffff;" | Dynamics of non linear robotic systems
  
−
| No
  
 
| Yes
  
| Yes
−
| No
 +
|
−
| No
 +
|
−
|-
 +
|
  +
|
−
| style="background-color:#ffffff;" | PSP
  
  +
| Yaroslav Kholodov
−
| style="vertical-align:bottom;" | No
  
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1148 Moodle]
−
| style="vertical-align:bottom;" | No
  
−
| style="vertical-align:bottom;" | No
 +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | Research Methodology for Science and Engineering
 
| style="vertical-align:bottom;" | Yes
  
| style="vertical-align:bottom;" | Yes
−
|- style="background-color:#ffffff;"
 +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
−
| Humanitarian Elective 1
  
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| Ahsan Kazmi
  +
| style="background-color:#F8F9F | -
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Optimization Optimization]
 
| style="vertical-align:bottom;" | Yes
  
| style="vertical-align:bottom;" | Yes
−
| style="vertical-align:bottom;" | No
 +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| M. Reza Bahrami
  +
| style="background-color:#F8F9F | [Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Dynamics_Of_Non_Linear_Robotic_Systems Dynamics Of NonLinear Robotic Systems]
  +
| style="vertical-align:bottom;" |
 
| style="vertical-align:bottom;" | Yes
  
| style="vertical-align:bottom;" | Yes
−
| style="vertical-align:bottom;" | No
 +
| style="vertical-align:bottom;" |
−
|- style="text-align:left; background-color:#ffffff;"
 +
| style="vertical-align:bottom;" |
−
| colspan="5" style="text-align:center; font-weight:bold;" | Year 1, Spring Semester
 +
| style="vertical-align:bottom;" |
  +
| Alexandr Maloletov
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1154 Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:SoftwareDesignwithPython Software Design with Python]
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| Evgeni Zouev
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1150 Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Sensing_Perception_Actuation Sensing, Perception And Actuation]
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| -
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1152 Moodle]
  +
|- style="text-align:center;"
  +
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/BSc:_It_Product_Development It Product Development]
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| style="vertical-align:bottom;" | Yes
  +
| Nursultan Askarbekuly
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1155 Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | No-code development
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| Kirill Pshinnik
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1157 Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | Business Project (Founder Project)
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| Alina Valencia
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1157 Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [IT business start]
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| -
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1156 Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [Unit Economics in IT business]
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| Alexander Romanov
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1158 Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [CEO Toolkit: Operations, Finance, HR, Legal Aspect, IP Law]
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| Vasil Zakiev
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1278 Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [Computer Systems and Networks]
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| Paolo Ciancarini
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1094 Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" |[https://eduwiki.innopolis.university/index.php/MSc:_Classical_Internet_Applications Classical Internet Applications]
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| Paolo Ciancarini
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1095 Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:SecurityOfSystemsAndNetworks Security of systems and networks]
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| Nikola Zlatanov
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1096 Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Inter_Networking_and_Routing Internetworking And Routing]
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| Shinnazar Seytnazarov
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1096 Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [Technical Elective (ITE - 1)]
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| -
  +
| style="background-color:#F8F9F |-
  +
|- style="text-align:center;"
  +
  +
|- style="font-weight:bold; text-align:center;"
  +
! colspan="8" style="vertical-align:middle; background-color:#EAECF0; color:#202122;" | Year 1, Spring Semester (MS1-S2)
 
|-
  
|-
−
| style="text-align:left;" |
+
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | Subject
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | DS
−
| DS
  
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | R
−
| R
  
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | SNE
−
| SNE
  
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | SE
−
| MSIT-SE
  
−
|- style="vertical-align:bottom; background-color:#ffffff;"
 +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | ITE
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | Primary Instructor
−
| Advanced Statistics
  
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | Moodle link
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Advanced_Statistics CSE331 — Advanced Statistics]
 
| Yes
  
| Yes
−
| No
 +
|
−
| No
 +
|
−
| No
 +
|
  +
|
−
|- style="vertical-align:bottom; background-color:#ffffff;"
  
  +
| Nikola Zlatanov
−
| Advanced Machine Learning
  
  +
| style="background-color:#F8F9F | [Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Advanced_Machine_Learning CSE332 — Advanced Machine Learning]
 
| Yes
  
| Yes
−
| No
 +
|
−
| No
 +
|
−
| No
 +
|
  +
|
−
|- style="vertical-align:bottom; background-color:#ffffff;"
  
  +
| Witold Pedrycz
−
| Advanced Information Retrieval
  
  +
| style="background-color:#F8F9F | [Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Advanced_Information_Retrieval CSE334 — Advanced Information Retrieval]
  +
| style="vertical-align:bottom;" | Yes
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| Leonard Johard
  +
| style="background-color:#F8F9F | [Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Big_Data_Technologies_And_Analytics CSE330 — Big Data Technologies And Analytics]
  +
| style="vertical-align:bottom;" | Yes
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| Armen Beklaryan
  +
| style="background-color:#F8F9F | [Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | Reinforcement Learning and Intelligent Agents
  +
| style="vertical-align:bottom;" | Yes
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| Ahsan Kazmi
  +
| style="background-color:#F8F9F | -
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | Reinforcement Learning and Intelligent Agents
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| -
  +
| style="background-color:#F8F9F | -
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Computer_Vision CSE427 — Computer Vision]
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| Ahsan Kazmi
  +
| style="background-color:#F8F9F | -
  +
|- style="text-align:center;"
  +
  +
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Computational_Intelligence CSE428 — Computational Intelligence]
  +
|
 
| Yes
  
| Yes
−
| No
 +
|
−
| No
 +
|
−
| No
 +
|
  +
| -
−
|- style="vertical-align:bottom; background-color:#ffffff;"
  
  +
| style="background-color:#F8F9F | [Moodle]
−
| Large Systems
  
  +
|- style="text-align:center;"
−
| No
  
  +
−
| No
  
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Advanced_Robotics CSE429 — Advanced Robotics]
  +
|
 
| Yes
  
| Yes
−
| No
 +
|
  +
|
−
|- style="vertical-align:bottom; background-color:#ffffff;"
  
  +
|
−
| Cyber-crime and forensics
  
  +
| Sergey Kolyubin
−
| No
  
  +
| style="background-color:#F8F9F | [Moodle]
−
| No
  
  +
|- style="text-align:center;"
  +
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | Research methodology for Robotics
  +
|
 
| Yes
  
| Yes
−
| No
 +
|
  +
| -
−
|- style="vertical-align:bottom; background-color:#ffffff;"
  
  +
|
−
| Offensive Technologies
  
−
| No
 +
| -
  +
| style="background-color:#F8F9F |
−
| No
  
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Large_Systems CSE521 — Large Systems]
  +
|
  +
|
 
| Yes
  
| Yes
−
| No
 +
|
  +
|
−
|- style="vertical-align:bottom; background-color:#ffffff;"
  
  +
| Paolo Ciancarini
−
| High-dimensional data analysis (HDDA)
  
  +
| style="background-color:#F8F9F | [Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Cybercrime_Forensics CSE523 — Cybercrime And Forensics]
  +
|
  +
|
 
| Yes
  
| Yes
−
| No
 +
|
−
| No
 +
|
  +
| Kirill Saltanov
−
| No
  
−
|- style="vertical-align:bottom; background-color:#ffffff;"
 +
| style="background-color:#F8F9F | [Moodle]
  +
|- style="text-align:center;"
−
| Advanced Security
  
  +
−
| No
  
  +
|- style="text-align:center;"
−
| No
  
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Advanced_Security CSE522 — Advanced Security]
  +
|
  +
|
 
| Yes
  
| Yes
−
| No
 +
|
  +
|
−
|- style="vertical-align:bottom; background-color:#ffffff;"
  
  +
| Anna Melekhova
−
| Industrial Project (SNE)
  
  +
| style="background-color:#F8F9F | [Moodle]
−
| No
  
  +
|- style="text-align:center;"
−
| No
  
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Offensive_Technologies CSE524 — Offensive Technologies]
  +
|
  +
|
 
| Yes
  
| Yes
−
| No
 +
|
  +
|
−
|- style="vertical-align:bottom; background-color:#ffffff;"
  
  +
| Mohammed Sabri Saif Said
−
| Computer Vision
  
  +
| style="background-color:#F8F9F | [Moodle]
−
| No
  
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | Industrial SNE Project
  +
|
  +
|
 
| Yes
  
| Yes
−
| No
 +
|
−
| No
 +
|
  +
| Kirill Saltanov
−
|- style="vertical-align:bottom; background-color:#ffffff;"
  
  +
| style="background-color:#F8F9F | [Moodle]
−
| Computational Intelligence
  
  +
|- style="text-align:center;"
−
| No
  
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | Industrial Project (SE)
  +
|
  +
|
  +
|
 
| Yes
  
| Yes
−
| No
 +
|
−
| No
 +
| -
−
|- style="vertical-align:bottom; background-color:#ffffff;"
 +
| style="background-color:#F8F9F | [Moodle]
  +
|- style="text-align:center;"
−
| Advanced Robotics
  
  +
−
| No
  
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Architectures_of_Software_Systems CSE824 — Architectures of Software Systems]
  +
|
  +
|
  +
|
 
| Yes
  
| Yes
−
| No
 +
|
  +
| Vladimir Semenov
−
| No
  
−
|- style="vertical-align:bottom; background-color:#ffffff;"
 +
| style="background-color:#F8F9F | [Moodle]
  +
|- style="text-align:center;"
−
| Project (R)
  
  +
−
| No
  
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Analysis_Software_Artifacts CSE825 — Quality Assurance and Management]
  +
|
  +
|
  +
|
 
| Yes
  
| Yes
−
| No
 +
|
  +
| Andrey Sadovykh
−
| No
  
−
|- style="vertical-align:bottom; background-color:#ffffff;"
 +
| style="background-color:#F8F9F | [Moodle]
  +
|- style="text-align:center;"
−
| MSS
  
  +
−
| No
  
  +
|- style="text-align:center;"
−
| No
  
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Models_Software_Systems Models of Software Systems]
−
| No
  
  +
|
  +
|
  +
|
 
| Yes
  
| Yes
  +
|
−
|- style="vertical-align:bottom; background-color:#ffffff;"
  
  +
| Manuel Mazzara
−
| ASA
  
  +
| style="background-color:#F8F9F | [Moodle]
−
| No
  
  +
|- style="text-align:center;"
−
| No
  
  +
−
| No
  
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | [https://eduwiki.innopolis.university/index.php/MSc:_Communication Communications]
  +
|
  +
|
  +
|
 
| Yes
  
| Yes
  +
|
−
|- style="vertical-align:bottom; background-color:#ffffff;"
  
  +
| Sergey Kladko
−
| ASS
  
  +
| style="background-color:#F8F9F | [Moodle]
−
| No
  
  +
|- style="text-align:center;"
−
| No
  
  +
−
| No
  
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" |Founder Project (Business Project)
  +
|
  +
|
  +
|
  +
|
 
| Yes
  
| Yes
  +
| Alina Valencia
−
|- style="vertical-align:bottom; background-color:#ffffff;"
  
  +
| style="background-color:#F8F9F | [Moodle]
−
| Communication
  
  +
|- style="text-align:center;"
−
| No
  
  +
−
| No
  
  +
|- style="text-align:center;"
−
| No
  
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;"| Design of software interfaces
  +
|
  +
|
  +
|
  +
|
 
| Yes
  
| Yes
  +
| -
−
|- style="vertical-align:bottom; background-color:#ffffff;"
  
  +
| style="background-color:#F8F9F | [Moodle]
−
| Ind. project 1 (MSIT-SE)
  
  +
|- style="text-align:center;"
−
| No
  
  +
−
| No
  
  +
|- style="text-align:center;"
−
| No
  
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;"| Marketing and Sales for IT Business
  +
|
  +
|
  +
|
  +
|
 
| Yes
  
| Yes
  +
| Konstantin Anisimov
−
|- style="vertical-align:bottom; background-color:#ffffff;"
  
  +
| style="background-color:#F8F9F | [Moodle]
−
| Systematic Literature Review for Data Science & Robotics
  
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;"| CTO Toolkit: Quality, Process, and Team
  +
|
  +
|
  +
|
  +
|
 
| Yes
  
| Yes
  +
| Alexey Mustafin
  +
| style="background-color:#F8F9F | [Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;"| Humanitarian Elective 1
  +
|
  +
|
  +
|
  +
|
 
| Yes
  
| Yes
−
| No
 +
| -
  +
| style="background-color:#F8F9F | -
−
| No
  
−
|- style="vertical-align:bottom; background-color:#ffffff;"
 +
|- style="text-align:center;"
  +
−
| Humanitarian Elective 2
  
  +
|- style="text-align:center;"
−
| No
  
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;"| Humanitarian Elective 2
−
| No
  
  +
|
  +
|
  +
|
  +
|
 
| Yes
  
| Yes
−
| No
 +
| -
−
|- style="vertical-align:bottom; background-color:#ffffff;"
 +
| style="background-color:#F8F9F | -
  +
|- style="text-align:center;"
−
| Technical Elective 1
  
  +
−
| No
  
  +
|- style="font-weight:bold; text-align:center;"
−
| No
  
  +
! colspan="8" style="vertical-align:middle; background-color:#EAECF0; color:#202122;" | Year 1, Summer Semester (MS1-S3)
−
| No
  
−
| No
  
−
|- style="text-align:left; background-color:#ffffff;"
  
−
| colspan="5" style="text-align:center; font-weight:bold;" | Year 2, Fall Semester
  
 
|-
  
|-
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | Subject
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | DS
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | R
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | SNE
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | SE
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | ITE
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | Primary Instructor
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | Moodle link
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;"| Industrial SE Project
  +
|
 
|
 
|
−
| DS
 +
|
−
| R
 +
|
−
| SNE
  
−
| MSIT-SE
  
−
|-
  
−
| Machine Learning (From Y1 of MS-DS-R before)
  
−
| No
  
−
| No
  
 
| Yes
  
| Yes
  +
| Mansur Khazeev
  +
| style="background-color:#F8F9F | -
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;"| Industrial SNE Project
  +
|
  +
|
  +
|
  +
|
 
| Yes
  
| Yes
  +
| Kirill Saltanov
−
|-
  
  +
| style="background-color:#F8F9F | -
−
| Optimization
  
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | Project (R)
  +
|
 
| Yes
  
| Yes
  +
|
  +
|
  +
|
  +
| Alexandr Maloletov
  +
| style="background-color:#F8F9F | [Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | Business Project (Founder Project)
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| Alina Valencia
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1157 Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;" | Venture Capital and Growth Hacking
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" |
  +
| style="vertical-align:bottom;" | Yes
  +
| Azat Mardan
  +
| style="background-color:#F8F9F | [https://moodle.innopolis.university/course/view.php?id=1157 Moodle]
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;"| Tech Elective 1
 
| Yes
  
| Yes
−
| No
  
−
| No
  
−
|-
  
−
| Managing Software Development
  
 
| Yes
  
| Yes
−
| No
 +
|
−
| No
  
−
| No
  
−
|-
  
−
| Master Practicum Project
  
 
| Yes
  
| Yes
 
| Yes
  
| Yes
−
| No
 +
| -
  +
| style="background-color:#F8F9F | -
−
| No
  
  +
|- style="text-align:center;"
−
|-
  
  +
−
| Technical Elective 4
  
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;"| Tech Elective 2
 
| Yes
  
| Yes
 
| Yes
  
| Yes
  +
|
 
| Yes
  
| Yes
  +
|
  +
| -
  +
| style="background-color:#F8F9F | -
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;"| Hum Elective 1
 
| Yes
  
| Yes
−
|-
  
−
| Technical Elective 5
  
−
| No
  
−
| No
  
 
| Yes
  
| Yes
 
| Yes
  
| Yes
−
|-
  
−
| Humanitarian Elective 3
  
−
| No
  
−
| Yes
  
−
| No
  
−
| No
  
−
|- style="text-align:left;"
  
−
| colspan="5" style="text-align:center; font-weight:bold;" | Year 2, Spring Semester
  
−
|-
  
−
| style="text-align:left;" |
 
−
| DS
  
−
| R
  
−
| SNE
  
−
| MSIT-SE
  
−
|- style="vertical-align:bottom;"
  
−
| Master Practicum Project
  
 
| Yes
  
| Yes
 
| Yes
  
| Yes
−
| No
 +
| -
  +
| style="background-color:#F8F9F | -
−
| No
  
−
|- style="vertical-align:bottom;"
 +
|- style="text-align:center;"
  +
−
| Thesis Final Defense
  
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;"| Hum Elective 1
  +
|
  +
|
 
| Yes
  
| Yes
  +
|
  +
|
  +
| -
  +
| style="background-color:#F8F9F | -
  +
|- style="text-align:center;"
  +
  +
|- style="text-align:center;"
  +
| style="background-color:#F8F9FA; color:#36B; text-align:left;"| Software system development using state-of-the-art artificial intelligence technologies (project)
 
| Yes
  
| Yes
  +
|
−
| Yes
  
  +
|
−
| Yes
  
  +
|
−
|- style="vertical-align:bottom;"
  
  +
|
−
| High-dimensional data analysis (HDDA)
  
−
| Yes
 +
| -
  +
| style="background-color:#F8F9F | -
−
| No
  
  +
|- style="text-align:center;"
−
| No
  
  +
−
| No
  
  +
−
|- style="vertical-align:bottom;"
  
  +
{| class="wikitable"
−
| Technical Elective 6
  
  +
|- style="font-weight:bold; text-align:center;"
−
| No
  
  +
! colspan="8" style="vertical-align:middle; background-color:#EAECF0; color:#202122;" | Year 2, Fall Semester (MS2-S1)
−
| Yes
  
  +
|-
−
| Yes
  
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | Subject
−
| Yes
  
−
|- style="vertical-align:bottom;"
 +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | DS
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | R
−
| Technical Elective 7
  
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | SNE
−
| No
  
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | SE
−
| No
  
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | ITE
−
| No
  
  +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | Primary Instructor
−
| Yes
  
−
|- style="vertical-align:bottom;"
 +
| style="vertical-align:middle; background-color:#F8F9FA; color:#202122; text-align:center;" | Moodle link
  +
|- style="text-align:center;"
−
| Humanitarian Elective 3
  
−
| Yes
  
−
| Yes
  
−
| Yes
  
−
| No
  
−
|}
  

Latest revision as of 19:05, 9 November 2023

Overview of the MS Program

MSc The detailed description of the program can be found here.

Year 1, Fall Semester (MS1-S1)
Subject DS R SNE SE ITE Primary Instructor Moodle link
Managing Software Development Yes Andrey Sadovykh Moodle
Requirements Engineering Yes Manuel Mazzara Moodle
Empirical Methods Yes Yes Giancarlo Succi Moodle
Machine Learning Yes Yes Adil Khan Moodle
Machine Learning Yes Rustam Lukmanov Moodle
Fundamentals of Robot Control / Основы управления роботами Yes Simeon Nedelchev
High-Dimensional Data Analysis Yes Yaroslav Kholodov Moodle
Research Methodology for Science and Engineering Yes Ahsan Kazmi -
Optimization Yes M. Reza Bahrami [Moodle]
Dynamics Of NonLinear Robotic Systems Yes Alexandr Maloletov Moodle
Software Design with Python Yes Evgeni Zouev Moodle
Sensing, Perception And Actuation Yes - Moodle
It Product Development Yes Yes Nursultan Askarbekuly Moodle
No-code development Yes Kirill Pshinnik Moodle
Business Project (Founder Project) Yes Alina Valencia Moodle
[IT business start] Yes - Moodle
[Unit Economics in IT business] Yes Alexander Romanov Moodle
[CEO Toolkit: Operations, Finance, HR, Legal Aspect, IP Law] Yes Vasil Zakiev Moodle
[Computer Systems and Networks] Yes Paolo Ciancarini Moodle
Classical Internet Applications Yes Paolo Ciancarini Moodle
Security of systems and networks Yes Nikola Zlatanov Moodle
Internetworking And Routing Yes Shinnazar Seytnazarov Moodle
[Technical Elective (ITE - 1)] Yes - -
Year 1, Spring Semester (MS1-S2)
Subject DS R SNE SE ITE Primary Instructor Moodle link
CSE331 — Advanced Statistics Yes Nikola Zlatanov [Moodle]
CSE332 — Advanced Machine Learning Yes Witold Pedrycz [Moodle]
CSE334 — Advanced Information Retrieval Yes Leonard Johard [Moodle]
CSE330 — Big Data Technologies And Analytics Yes Armen Beklaryan [Moodle]
Reinforcement Learning and Intelligent Agents Yes Ahsan Kazmi -
Reinforcement Learning and Intelligent Agents Yes - -
CSE427 — Computer Vision Yes Ahsan Kazmi -
CSE428 — Computational Intelligence Yes - [Moodle]
CSE429 — Advanced Robotics Yes Sergey Kolyubin [Moodle]
Research methodology for Robotics Yes - -
CSE521 — Large Systems Yes Paolo Ciancarini [Moodle]
CSE523 — Cybercrime And Forensics Yes Kirill Saltanov [Moodle]
CSE522 — Advanced Security Yes Anna Melekhova [Moodle]
CSE524 — Offensive Technologies Yes Mohammed Sabri Saif Said [Moodle]
Industrial SNE Project Yes Kirill Saltanov [Moodle]
Industrial Project (SE) Yes - [Moodle]
CSE824 — Architectures of Software Systems Yes Vladimir Semenov [Moodle]
CSE825 — Quality Assurance and Management Yes Andrey Sadovykh [Moodle]
Models of Software Systems Yes Manuel Mazzara [Moodle]
Communications Yes Sergey Kladko [Moodle]
Founder Project (Business Project) Yes Alina Valencia [Moodle]
Design of software interfaces Yes - [Moodle]
Marketing and Sales for IT Business Yes Konstantin Anisimov [Moodle]
CTO Toolkit: Quality, Process, and Team Yes Alexey Mustafin [Moodle]
Humanitarian Elective 1 Yes - -
Humanitarian Elective 2 Yes - -
Year 1, Summer Semester (MS1-S3)
Subject DS R SNE SE ITE Primary Instructor Moodle link
Industrial SE Project Yes Mansur Khazeev -
Industrial SNE Project Yes Kirill Saltanov -
Project (R) Yes Alexandr Maloletov [Moodle]
Business Project (Founder Project) Yes Alina Valencia Moodle
Venture Capital and Growth Hacking Yes Azat Mardan Moodle
Tech Elective 1 Yes Yes Yes Yes - -
Tech Elective 2 Yes Yes Yes - -
Hum Elective 1 Yes Yes Yes Yes Yes - -
Hum Elective 1 Yes - -
Software system development using state-of-the-art artificial intelligence technologies (project) Yes - -
Year 2, Fall Semester (MS2-S1)
Subject DS R SNE SE ITE Primary Instructor Moodle link
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