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curriculum [2019/04/04 13:57]
scornet [MASTER 1]
curriculum [2020/04/20 11:19]
scornet [Scientific Courses, period 2 (January - March)]
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 ==== Graduate Degree in Artificial Intelligence and Advanced Visual Computing:​==== ==== Graduate Degree in Artificial Intelligence and Advanced Visual Computing:​====
-==== Detailed curriculum ​2018-2019 ​====+==== Detailed curriculum ====
  
  
 ===== MASTER 2 ====== ===== MASTER 2 ======
-==== Pre-training period (September ​2018) ==== +==== Pre-training period (September) ==== 
 Choice between: Choice between:
   * MAP630 - Refresher in Statistics : statistical analysis, introduction to Machine Learning techniques (Pierre Latouche, CNRS).   * MAP630 - Refresher in Statistics : statistical analysis, introduction to Machine Learning techniques (Pierre Latouche, CNRS).
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-==== Scientific courses, period 1 (October - December ​2018) ====+==== Scientific courses, period 1 (October - December) ====
  
 **MAP631 - Deep Learning (48h, 5 ECTS), Erwan Scornet (EP)** (contact: erwan.scornet@polytechnique.edu) **MAP631 - Deep Learning (48h, 5 ECTS), Erwan Scornet (EP)** (contact: erwan.scornet@polytechnique.edu)
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-==== Scientific Courses, period 2 (January - March 2019) ====+==== Scientific Courses, period 2 (January - March) ====
  
 **MAP641 - Reinforcement Learning (48h, 5 ECTS), Odalric-Ambrym Maillard (Inria Lille), Bruno Scherrer (Inria Nancy), Olivier Pietquin (Google Brain) ** (contact: odalricambrym.maillard@inria.fr) **MAP641 - Reinforcement Learning (48h, 5 ECTS), Odalric-Ambrym Maillard (Inria Lille), Bruno Scherrer (Inria Nancy), Olivier Pietquin (Google Brain) ** (contact: odalricambrym.maillard@inria.fr)
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   Soft robotics is a promising novel field, bringing more robustness in robots design and for all tasks involving close interactions with humans, from help to disable people to medical robot. This course will give an introduction to recent advances in soft robotics, including topological optimization for additive fabrication,​ modeling and control techniques for robots, and will present recent applications in medicine, industry and art.   Soft robotics is a promising novel field, bringing more robustness in robots design and for all tasks involving close interactions with humans, from help to disable people to medical robot. This course will give an introduction to recent advances in soft robotics, including topological optimization for additive fabrication,​ modeling and control techniques for robots, and will present recent applications in medicine, industry and art.
  
-**INF644 - Immersion and interaction with virtual worlds ​ (24h, 2 ECTS), Anatole Lecuyer (Inria), Fernando Argelaguet Sanz (Inria), Maud Marchal (INSA Rennes), Guillaume Moreau (Centrale Nantes), Jean-Marie Normand (Centrale Nantes), Fabien Lotte (Inria)** (contact: Anatole.Lecuyer@inria.fr)+**INF644 - Virtual/​Augmented Reality & 3D Interactions ​ (24h, 2 ECTS), Anatole Lecuyer (Inria), Fernando Argelaguet Sanz (Inria), Maud Marchal (INSA Rennes), Guillaume Moreau (Centrale Nantes), Jean-Marie Normand (Centrale Nantes), Fabien Lotte (Inria)** (contact: Anatole.Lecuyer@inria.fr)
   Reconstructing our world or generating virtual ones would be useless without novel ways to navigate and interact with them. This course will present virtual reality systems and the associated methods for navigation and interaction,​ from multi-modal interaction merging visual immersion, sound and haptics systems to brain-computer interfaces.   Reconstructing our world or generating virtual ones would be useless without novel ways to navigate and interact with them. This course will present virtual reality systems and the associated methods for navigation and interaction,​ from multi-modal interaction merging visual immersion, sound and haptics systems to brain-computer interfaces.
   ​   ​
-==== Transvere courses and projects (September ​2018 to March 2019) ====+==== Transvere courses and projects (September to March) ====
  
-**MIE630 - Seminar on ethical issues, law and novel applications of AI (3 ECTS):** Every Tuesday, ​2pm-3:30pm+**MIE630 - Seminar on ethical issues, law and novel applications of AI (3 ECTS):** Every Tuesday, ​1:30pm-3:00pm
 Students will be sensitized to ethical issues and law, and introduced to novel application of artificial intelligence and visual computing through a weekly seminar with key-note talks from both institutional and industrial partners. The program of 2018-2019 seminars can be found  **[[seminarProgramm|here]]** ​ Students will be sensitized to ethical issues and law, and introduced to novel application of artificial intelligence and visual computing through a weekly seminar with key-note talks from both institutional and industrial partners. The program of 2018-2019 seminars can be found  **[[seminarProgramm|here]]** ​
        
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-==== Final project (April to September ​2019 - 30 ECTS) ==== +==== Final project (April to September - 30 ECTS) ==== 
 MAP/INF690 - Internship: 5 to 6 months project, either in the R&D department of a company or in a research lab. MAP/INF690 - Internship: 5 to 6 months project, either in the R&D department of a company or in a research lab.
  
 ===== MASTER 1  ===== ===== MASTER 1  =====
  
-=== To open as well in 2018-2019 ===+All courses are 36h and will represent 4 ECTS. 
  
   * MAP538: Refresher in statistics (one week, at the beginning of the year; Alain Durmus, CMLA)   * MAP538: Refresher in statistics (one week, at the beginning of the year; Alain Durmus, CMLA)
 +  * INF538: Refresher in Computer science (one week, or during the first week of the first period, to be confirmed)
 +
  
-All courses are 36h and will represent 4 ECTS.  
-The two first courses for each period are mandatory. Each student should choose two courses among the three other ones. Besides, there is a mandatory MIE course in each of the first two periods. ​ 
  
 === Period 1 === === Period 1 ===
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   * INF554 - Machine Learning I (Michalis Vazirgiannis,​ EP)   * INF554 - Machine Learning I (Michalis Vazirgiannis,​ EP)
-  * INF555 - Constraint-based Modeling and Algorithms for Decision Making Problems (new course, ​François Fages, Sylvain Soliman, Inria)+  * INF555 - Constraint-based Modeling and Algorithms for Decision Making Problems (François Fages, Sylvain Soliman, Inria)
  
 + Two courses among the following: ​ + Two courses among the following: ​
  
-  * INF573 - Image analysis ​(Renaud Keriven, EP) +  * INF573 - Image Analysis and Computer Vision ​(Renaud Keriven, EP) 
-  * INF574 - Digital representation and analysis of shapes (Maks Ovsjanikov, Luca Castelli EP) +  * INF574 - Digital representation and analysis of shapes (Maks Ovsjanikov, Luca CastelliEP) 
-  * MAP555 - Signal ​and sound processing (Olivier Rioul, Telecom ParisTech)+  * MAP555 - Signal processing (Olivier Rioul, Telecom ParisTech)
  
 + Mandatory non-scientific courses + Mandatory non-scientific courses
  
-  ​ +  * MIE556 - Marketing and Strategy Introduction ​(P. Ginier-Gillet, Flexion) 
-  ​* MIE556 - Marketing and Strategy IntroductionP. Ginier-Gillet+  *  Sport 
 +  *  Humanities 
 +  *  Foreign languages  
    
 === Period 2 === === Period 2 ===
 +
 ++ Mandatory scientific courses: ​
 +
   * MAP569 - Machine Learning 2 (Erwan Le Pennec, EP)   * MAP569 - Machine Learning 2 (Erwan Le Pennec, EP)
-  * INF585 - Computer animation (new course, ​Damien Rohmer, EP)+  * INF585 - Computer animation (Damien Rohmer, EP)
  
 + Two courses among the following: ​ + Two courses among the following: ​
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   * INF581 - Advanced Topics in Artificial Intelligence (Michalis Vazirgiannis,​ EP)   * INF581 - Advanced Topics in Artificial Intelligence (Michalis Vazirgiannis,​ EP)
  
-++Mandatory non-scientific courses
  
-  *  MIE564 - Technology-based entrepreneurship and new business creation  +  *  MIE564 - Technology-based entrepreneurship and new business creation ​(Erno Tornikoski, University of Exeter Business School) 
-  *  Sport +  *  Sport  
-  *  Humanities +  *  Humanities  
-  *  Foreign languages+  *  Foreign languages ​
  
 === Period 3 === === Period 3 ===
  
 MAP/INF590 - Internship (4 to 6 months) MAP/INF590 - Internship (4 to 6 months)
curriculum.txt · Last modified: 2023/06/22 18:41 by scornet