nplusi

Titre officiel : diplôme d'ingénieur

IMT Atlantique Bretagne-Pays de la Loire

Durée de la formation

2 ans

Coût académique moyen constaté hors assurance

8 300€

Accréditation:

Organisme d'accréditation: CTI

Prérequis de la formation

Licence (ou équivalent)

Type de formation

  • Formation initiale

Domaines

  • Networks (Computer), Electrical Engineering, Energy, Industrial

La section M1 est enseignée par

  • Location depends on your TAF selection

La section M2 est enseignée par

  • Location depends on your TAF selection

Description de la formation

In-depth study themes or TAFs :
- one TAF per year
- TAFs are formed by core courses and elective courses
- period 1 : 60 ECTS


In-depth study themes or TAFs :
- one TAF per year
- TAFs are formed by core courses and elective courses
- period 2 : 60 ECTS

diplôme d'ingénieur

Prérequis du niveau de langue

The minimum language level required, namely : B1 in French and B2 in English will be verified no later than end of April, 2024 (sera précisé dans votre offre académique)

Langue d'enseignement

Seulement en français

Niveau de langue à obtenir

Français B2
Anglais B2


IELTS 6.5 required to be graduated.

Partie M1

Localisation

Location depends on your TAF selection
Nantes campus, Brest campus, Rennes campus

Coût académique moyen constaté hors assurance

4150€

Core

Crédits Heures Langue
Economics / Human and Social Science 3.00 80.00 Français
Projects 6.00 120.00 Français
Languages and interculturality 4.00 120.00 Fr ou An
Career coaching 1.00 20.00 Français
Intersemester course 1.00 20.00 Fr ou An
Sports 1.00 24.00 Français
Choisissez 1 Internship
2-month internship 7.00 300.00 Français
4-month internship 15.00 600.00 Français
Choisissez 1 parmi LIST OF TAF de cette LIST OF TAF
Cours
Modeling, analysis and simulation of mechatronics systems 3.00 80.00 Français
From perception to action: robust control of dynamic systems 3.00 80.00 Français
Identification and estimation of signals and dynamic systems 3.00 80.00 Français
Implementation of control or diagnostic algorithms 3.00 80.00 Français
Elective courses
Contemporary managerial issues 3.00 80.00 Français
Management of the company’s performance 3.00 80.00 Français
Engineering of complex systems 3.00 80.00 Français
Environmental energy: issues and strategies 3.00 80.00 Français
Prototyping robotic systems 3.00 80.00 Français
Advanced control methodology 3.00 80.00 Français
Embedded systems 3.00 80.00 Français
Smart transports 3.00 80.00 Français
Cyber-physical systems optimization 3.00 80.00 Français
Real time and distributed information systems 3.00 80.00 Français
Cours
User centered design 3.00 80.00 Français
Papid prototyping and agile development 3.00 80.00 Français
The object in its environment 3.00 80.00 Français
Elective courses
Advanced methods of programing and software development 3.00 80.00 Français
Radio software 3.00 80.00 Français
Decrypting a market 3.00 80.00 Français
Evaluation, acceptability and digital ressources 3.00 80.00 Français
Internet of things, social web and semantic 3.00 80.00 Français
New techniques and uses of visualisation and interactive display 3.00 80.00 Français
Web applications Engineering 3.00 80.00 Français
AI – optimised implementation 3.00 80.00 Français
Connected medical devices 3.00 80.00 Français
Development of mobile devices 3.00 80.00 Français
Introduction to AI 3.00 80.00 Français
Sensors and Energy 3.00 80.00 Français
Innovation Ecosystem 3.00 80.00 Français
Introduction to AI 3.00 80.00 Français
Electronics integration: from the algorithm to the prototype 3.00 80.00 Français
Cours
Operation management 3.00 80.00 Français
Modeling languages and technics 3.00 80.00 Français
Operations research 3.00 80.00 Français
Advanced operations research 3.00 80.00 Français
Elective courses
Contemporary managerial issues 3.00 80.00 Français
Management of the company’s performance 3.00 80.00 Français
Engineering of complex systems 3.00 80.00 Français
Environmental energy: issues and strategies 3.00 80.00 Français
Algorithms and machine learning 3.00 80.00 Français
AI and constraint programing 3.00 80.00 Français
Logisitic chain design 3.00 80.00 Français
Transport 3.00 80.00 Français
Implementation case: Decision, Optimisation and Responsability 3.00 80.00 Français
Planification and sequencing 3.00 80.00 Français
Cours
Networks basis 3.00 80.00 Français
Networks Cybersecurity 3.00 80.00 Français
Systems Cybersecurity 3.00 80.00 Français
Evaluation, Analysis and Security certification 3.00 80.00 Français
Elective courses
Contemporary managerial issues 3.00 80.00 Français
System security architecture 3.00 80.00 Français
Cyber in specific environment 3.00 80.00 Français
Web applications and Databases Cybersecurity 3.00 80.00 Français
Free choice of course 3.00 80.00 Français
Data protection 3.00 80.00 Français
Cours
Advanced methods for programing and software development 3.00 80.00 Français
Developer’s econommic, organizational and legal environment 3.00 80.00 Français
Sotware development engineering 3.00 80.00 Français
Theoretical foundation of concurrent software development 3.00 80.00 Français
Elective courses
Contemporary managerial issues 3.00 80.00 Français
Management of the company’s performance 3.00 80.00 Français
Engineering of complex systems 3.00 80.00 Français
Environmental energy: issues and strategies 3.00 80.00 Français
Algorithms and machine learning 3.00 80.00 Français
Aspects of wide scale development 3.00 80.00 Français
Big data: collect, process and operate large amounts of data 3.00 80.00 Français
High performance computing 3.00 80.00 Français
Web applications engineering 3.00 80.00 Français
Logical architecture and component based programing 3.00 80.00 Français
Man-machine interaction – user experience 3.00 80.00 Français
Certified programing 3.00 80.00 Français
Cours
Advanced methods for programing and software development 3.00 80.00 Français
Developer’s econommic, organizational and legal environment 3.00 80.00 Français
Sotware development engineering 3.00 80.00 Français
Theoretical foundation of concurrent software development 3.00 80.00 Français
Elective courses
Principles of computer networks through practise 3.00 80.00 Français
Web applications engineering 3.00 80.00 Français
Programing robotic systems 3.00 80.00 Français
Cryptography and its applications 3.00 80.00 Français
Apps development on mobile devices 3.00 80.00 Français
« Userland » operating systems – service-oriented architectures and system programing 3.00 80.00 Français
Languages and logics 3.00 80.00 Français
Algorithms design and analysis 3.00 80.00 Français
Cours
Introduction to machine learning 3.00 80.00 Français
Innovative society 3.00 80.00 Français
Digital strategies 3.00 80.00 Français
Elective courses
Decoding a market 3.00 80.00 Français
Company architecture and Information systems urbanisation 3.00 80.00 Français
Assessment of user experience 3.00 80.00 Français
Digital marketing and Customer Relationship Management (CRM) 3.00 80.00 Français
Innovation Ecosystem 3.00 80.00 Français
Company architecture and Information systems urbanisation 3.00 80.00 Français
Business Engineer 3.00 80.00 Français
Decision-making 3.00 80.00 Français
Business Intelligence 3.00 80.00 Français
Change management 3.00 80.00 Français
Graph Theory and social networks analysis 3.00 80.00 Français
Change management 3.00 80.00 Français
Storytelling Dataviz 3.00 80.00 Français
Steering tools for company management 3.00 80.00 Français
Game theory and agent based modeling 3.00 80.00 Français
Digital marketing and CRM 3.00 80.00 Français
Cours
Introduction to machine learning 3.00 80.00 Français
A journey to data scientist 1 3.00 80.00 Français
A journey to data scientist 2 3.00 80.00 Français
Elective courses
Statistics and Statistical Analysis Systems (SAS) 3.00 80.00 Français
Advanced C++ programing 3.00 80.00 Français
Deep learning 3.00 80.00 Français
Big Data & Cloud computing 3.00 80.00 Français
Advanced data mining 3.00 80.00 Français
Data mining cases deployment 3.00 80.00 Français
Decision-making 3.00 80.00 Français
Market finance 3.00 80.00 Français
Language processing and text mining 3.00 80.00 Français
AI algorithms optimisation 3.00 80.00 Français
Business Intelligence 3.00 80.00 Français
Advanced Big Data architecture 3.00 80.00 Français
Introduction to AI 3.00 80.00 Français
Data sciences 3.00 80.00 Français
Graph theory & social network Analysis 3.00 80.00 Français
Advanced C++ programing 3.00 80.00 Français
Learning analytics & learners follow-up 3.00 80.00 Français
Introduction to AI 3.00 80.00 Français
Game theory & agent based modeling 3.00 80.00 Français
Digital marketing 3.00 80.00 Français
Cours
Nuclear physics 3.00 80.00 Français
Fuel cycle 3.00 80.00 Français
Nuclear reactors operation 3.00 80.00 Français
Radio protection 3.00 80.00 Français
Elective courses
Contemporary managerial issues 3.00 80.00 Français
Management of the company’s performance 3.00 80.00 Français
Engineering of complex systems 3.00 80.00 Français
Environmental energy: issues and strategies 3.00 80.00 Français
Algorithms and machine learning 3.00 80.00 Français
Economy of energy 3.00 80.00 Français
Fusion, GEN IV, Propulsion 3.00 80.00 Français
Monte Carlo modeling in nuclear physics 3.00 80.00 Français
Management of complex projects in the nuclear field 3.00 80.00 Français
Cours
Anatomy & physiology for the design of medical devices & sensors 3.00 80.00 Français
The digital patient 3.00 80.00 Français
Health management: Information System organization 3.00 80.00 Français
Elective courses
Computer-aided medical interventions 3.00 80.00 Français
Economy and health law 3.00 80.00 Français
Principles of physics, system architecture, training and medical image processing 3.00 80.00 Français
Connected medical devices 3.00 80.00 Français
Dosimetry 3.00 80.00 Français
Health information system, standards and security 3.00 80.00 Français
Analysis of health data: epidemiology and decision-making 3.00 80.00 Français
From the radioisotope to the radiopharmaceutical 3.00 80.00 Français
Cours
Software engineering for MMIs and collaboration 3.00 80.00 Français
Cognitive ergonomy for interaction 3.00 80.00 Français
Social, legal and ergonomy principles of work within a collaborative network 3.00 80.00 Français
Advanced methods for programing and software development 3.00 80.00 Français
Elective courses
Augmented reality 3.00 80.00 Français
User experience evaluation 3.00 80.00 Français
IoT Intelligence, social web and semantic 3.00 80.00 Français
Collaborative virtual reality 3.00 80.00 Français
Web Apps engineering 3.00 80.00 Français
Language processing and data mining 3.00 80.00 Français
Mobile Devices Developpment 3.00 80.00 Français
Cours
Developing and deploying applications in the cloud 3.00 80.00 Français
Information transport protocols 3.00 80.00 Français
New economy models and digital law 3.00 80.00 Français
Elective courses
Security architecture of systems 3.00 80.00 Français
Mobile networks 3.00 80.00 Français
Wireless networks for IoT devices 3.00 80.00 Français
Industrial networks 3.00 80.00 Français
Distribution radio networks 3.00 80.00 Français
Cyber-security in specified environments 3.00 80.00 Français
Smart cities and transports 3.00 80.00 Français
Computer networks basis 3.00 80.00 Français
Mobile networks 3.00 80.00 Français
Standardisation 3.00 80.00 Français
Literature review project 3.00 80.00 Français
Cours
Physical channels of communication 3.00 80.00 Français
Digital communications 3.00 80.00 Français
Transmission systems architecture and engineering 3.00 80.00 Français
Elective courses
Error correction coding 3.00 80.00 Français
Radio technologies 3.00 80.00 Français
Receivers for digital communications: from principles to implementation 3.00 80.00 Français
Data and applications security 3.00 80.00 Français
Optical technologies 3.00 80.00 Français
Computer networks through practise 3.00 80.00 Français
Mobile networks 3.00 80.00 Français
Data compression: from source coding to virtual reality 3.00 80.00 Français
Optical networks 3.00 80.00 Français
Electronic integration: from the algorithm to the prototype 3.00 80.00 Français
Cours
Introduction to machine learning 3.00 80.00 Français
Stochastic modelling and analysis 3.00 80.00 Français
Numerical methods 3.00 80.00 Français
Elective courses
Advanced C++ programing 3.00 80.00 Français
Deep learning 3.00 80.00 Français
Stochastic Dynamic Models 3.00 80.00 Français
Big data & cloud computing 3.00 80.00 Français
Statistical learning & sparse representations 3.00 80.00 Français
Empirical finance 3.00 80.00 Français
Computational Imaging 3.00 80.00 Français
Deployment of data mining true cases 3.00 80.00 Français
Markov chains & applications 3.00 80.00 Français
Market finance 3.00 80.00 Français
Computer vision 3.00 80.00 Français
Portfolio management & trading algorithms 3.00 80.00 Français
Projects on recent advances in machine learning 3.00 80.00 Français
Artificial intelligence 3.00 80.00 Français
Projects on recent advances in machine learning 3.00 80.00 Français
Game theory and agent based modeling 3.00 80.00 Français
Cours
Performance management 3.00 80.00 Français
Risks management 3.00 80.00 Français
Risks in change management 3.00 80.00 Français
Uncertain optimisation 3.00 80.00 Français
Elective courses
Contemporary managerial questions 3.00 80.00 Français
Company performance management 3.00 80.00 Français
Complex systems engineering 3.00 80.00 Français
Environment energy: issues and strategies 3.00 80.00 Français
Algorithms and automatic learning 3.00 80.00 Français
Operational effectiveness 3.00 80.00 Français
Conception risk and performance 3.00 80.00 Français
Maintenance in operational readiness 3.00 80.00 Français
Economic performance 3.00 80.00 Français
Performance assessment 3.00 80.00 Français
Innovation, a risky approach 3.00 80.00 Français
Cours
Network basis 3.00 80.00 Français
Cloud platforms 3.00 80.00 Français
Networks and platforms regulations 3.00 80.00 Français
Elective courses
Digital networks 3.00 80.00 Français
Economy and platforms 3.00 80.00 Français
Developing and deploying applications in the cloud 3.00 80.00 Français
Blockchain et consensus: co-operation in digital platforms 3.00 80.00 Français
Building a technico-commercial answer to an international call for tender 3.00 80.00 Français
Networks virtualisation 3.00 80.00 Français
Networks basics (Msc) 3.00 80.00 Français
Mobile networks 3.00 80.00 Français
Contents dissemination architectures 3.00 80.00 Français
Service architecture for the Internet 3.00 80.00 Français
Cours
Physics of wave propagation and sensors 3.00 80.00 Français
Hardware architecture and sensors networks 3.00 80.00 Français
Observation and perception systems engineering 3.00 80.00 Français
Elective courses
Radio technologies 3.00 80.00 Français
Acoustic systems: architectures and scales 3.00 80.00 Français
Software radio: architecture and applications 3.00 80.00 Français
Big data & Cloud computing 3.00 80.00 Français
Electronic integration– from the algorithm to the prototype 3.00 80.00 Français
Computational imaging 3.00 80.00 Français
Robotic systems programing 3.00 80.00 Français
Computer vision 3.00 80.00 Français
2D and 3D artificial vision technology 3.00 80.00 Français
Machine learning and multi-sensors database advanced processing 3.00 80.00 Français
Project JANUS (CNES): Multi-academic partners project for a CubeSat conception 3.00 80.00 Français
Cours
Robots modelling 3.00 80.00 Français
Robots control 3.00 80.00 Français
Innovation and robotisation 3.00 80.00 Français
Contemporary managerial questions 3.00 80.00 Français
Elective courses
Company performance management 3.00 80.00 Français
Complex systems engineering 3.00 80.00 Français
Environment energy: issues and strategies 3.00 80.00 Français
Algorithms and automatic learning 3.00 80.00 Français
Prototyping a robotic system 3.00 80.00 Français
Bio-inspired robotics 3.00 80.00 Français
Embedded systems 3.00 80.00 Français
Cobotics and haptics 3.00 80.00 Français
Distributed and real-time information systems 3.00 80.00 Français
Cours
Digital and analogical integrated circuits 3.00 80.00 Français
Methodologies: from the algorithm to the chip 3.00 80.00 Français
Embedded systems: hardware-software interaction 3.00 80.00 Français
Elective courses
Advanced methods for programing and software development 3.00 80.00 Français
Radiofrequencies technologies and devices 3.00 80.00 Français
Seminar: Integrated circuits and systems conception (Grenoble) 3.00 80.00 Français
Software radio: architecture and applications 3.00 80.00 Français
Circuits high level conception 3.00 80.00 Français
New techniques and uses of visualization and interactive display 3.00 80.00 Français
AI – optimized implementations 3.00 80.00 Français
Connected medical devices 3.00 80.00 Français
Web applications engineering 3.00 80.00 Français
AI– introduction 3.00 80.00 Français
Energies and sensors 3.00 80.00 Français
AI– introduction 3.00 80.00 Français
Electronics integration– from the algorithm to the prototype 3.00 80.00 Français
Cours
Environmental and energy issues 3.00 80.00 Français
Energy grids 3.00 80.00 Français
Strategic and socio-technical analysis of energy and environmental issues 3.00 80.00 Français
Energy and environment risks and management 3.00 80.00 Français
Elective courses
Contemporary managerial questions 3.00 80.00 Français
Company performance management 3.00 80.00 Français
Complex systems engineering 3.00 80.00 Français
Algorithms and automatic learning 3.00 80.00 Français
Renewable energy production sectors 3.00 80.00 Français
Building energy performances 3.00 80.00 Français
Machines energy 3.00 80.00 Français
Energy recovery and waste-to-energy and biomass processes 3.00 80.00 Français
Building environmental performances 3.00 80.00 Français
Energy systems and cycles 3.00 80.00 Français
Environmental assessment 3.00 80.00 Français
Sustainable cities and territories 3.00 80.00 Français
Innovative low-carbon generation technologies 3.00 80.00 Français

Partie M2

Localisation

Location depends on your TAF selection
Nantes campus, Brest campus, Rennes campus

Coût académique moyen constaté hors assurance

4150€

Core

Crédits Heures Langue
Networked systems 3.00 80.00 Français
Languages and interculturality 4.00 120.00 Français
Career coaching 1.00 20.00 Fr ou An
Sports 0.00 12.00 Français
Choisissez 1 Internship
4-month internship 15.00 600.00 Français
6-month internship 23.00 900.00 Français
Choisissez 1 Project
Project 1 3.00 60.00 Français
Project 2 6.00 120.00 Français
Choisissez 1 parmi LIST OF TAF (different from the one chosen for M1) de cette LIST OF TAF (different from the one chosen for M1) (différent de celui choiit en M1)
Cours
Modeling, analysis and simulation of mechatronics systems 3.00 80.00 Français
From perception to action: robust control of dynamic systems 3.00 80.00 Français
Identification and estimation of signals and dynamic systems 3.00 80.00 Français
Implementation of control or diagnostic algorithms 3.00 80.00 Français
Elective courses
Contemporary managerial issues 3.00 80.00 Français
Management of the company’s performance 3.00 80.00 Français
Engineering of complex systems 3.00 80.00 Français
Environmental energy: issues and strategies 3.00 80.00 Français
Prototyping robotic systems 3.00 80.00 Français
Advanced control methodology 3.00 80.00 Français
Embedded systems 3.00 80.00 Français
Smart transports 3.00 80.00 Français
Cyber-physical systems optimization 3.00 80.00 Français
Real time and distributed information systems 3.00 80.00 Français
Cours
User centered design 3.00 80.00 Français
Papid prototyping and agile development 3.00 80.00 Français
The object in its environment 3.00 80.00 Français
Elective courses
Advanced methods of programing and software development 3.00 80.00 Français
Radio software 3.00 80.00 Français
Decrypting a market 3.00 80.00 Français
Evaluation, acceptability and digital ressources 3.00 80.00 Français
Internet of things, social web and semantic 3.00 80.00 Français
New techniques and uses of visualisation and interactive display 3.00 80.00 Français
Web applications Engineering 3.00 80.00 Français
AI – optimised implementation 3.00 80.00 Français
Connected medical devices 3.00 80.00 Français
Development of mobile devices 3.00 80.00 Français
Introduction to AI 3.00 80.00 Français
Sensors and Energy 3.00 80.00 Français
Innovation Ecosystem 3.00 80.00 Français
Introduction to AI 3.00 80.00 Français
Electronics integration: from the algorithm to the prototype 3.00 80.00 Français
Cours
Operation management 3.00 80.00 Français
Modeling languages and technics 3.00 80.00 Français
Operations research 3.00 80.00 Français
Advanced operations research 3.00 80.00 Français
Elective courses
Contemporary managerial issues 3.00 80.00 Français
Management of the company’s performance 3.00 80.00 Français
Engineering of complex systems 3.00 80.00 Français
Environmental energy: issues and strategies 3.00 80.00 Français
Algorithms and machine learning 3.00 80.00 Français
AI and constraint programing 3.00 80.00 Français
Logisitic chain design 3.00 80.00 Français
Transport 3.00 80.00 Français
Implementation case: Decision, Optimisation and Responsability 3.00 80.00 Français
Planification and sequencing 3.00 80.00 Français
Cours
Networks basis 3.00 80.00 Français
Networks Cybersecurity 3.00 80.00 Français
Systems Cybersecurity 3.00 80.00 Français
Evaluation, Analysis and Security certification 3.00 80.00 Français
Elective courses
Contemporary managerial issues 3.00 80.00 Français
System security architecture 3.00 80.00 Français
Cyber in specific environment 3.00 80.00 Français
Web applications and Databases Cybersecurity 3.00 80.00 Français
Free choice of course 3.00 80.00 Français
Data protection 3.00 80.00 Français
Cours
Advanced methods for programing and software development 3.00 80.00 Français
Developer’s econommic, organizational and legal environment 3.00 80.00 Français
Sotware development engineering 3.00 80.00 Français
Theoretical foundation of concurrent software development 3.00 80.00 Français
Elective courses
Contemporary managerial issues 3.00 80.00 Français
Management of the company’s performance 3.00 80.00 Français
Engineering of complex systems 3.00 80.00 Français
Environmental energy: issues and strategies 3.00 80.00 Français
Algorithms and machine learning 3.00 80.00 Français
Aspects of wide scale development 3.00 80.00 Français
Big data: collect, process and operate large amounts of data 3.00 80.00 Français
High performance computing 3.00 80.00 Français
Web applications engineering 3.00 80.00 Français
Logical architecture and component based programing 3.00 80.00 Français
Man-machine interaction – user experience 3.00 80.00 Français
Certified programing 3.00 80.00 Français
Cours
Advanced methods for programing and software development 3.00 80.00 Français
Developer’s econommic, organizational and legal environment 3.00 80.00 Français
Sotware development engineering 3.00 80.00 Français
Theoretical foundation of concurrent software development 3.00 80.00 Français
Elective courses
Principles of computer networks through practise 3.00 80.00 Français
Web applications engineering 3.00 80.00 Français
Programing robotic systems 3.00 80.00 Français
Cryptography and its applications 3.00 80.00 Français
Apps development on mobile devices 3.00 80.00 Français
« Userland » operating systems – service-oriented architectures and system programing 3.00 80.00 Français
Languages and logics 3.00 80.00 Français
Algorithms design and analysis 3.00 80.00 Français
Cours
Introduction to machine learning 3.00 80.00 Français
Innovative society 3.00 80.00 Français
Digital strategies 3.00 80.00 Français
Elective courses
Decoding a market 3.00 80.00 Français
Company architecture and Information systems urbanisation 3.00 80.00 Français
Assessment of user experience 3.00 80.00 Français
Digital marketing and Customer Relationship Management (CRM) 3.00 80.00 Français
Innovation Ecosystem 3.00 80.00 Français
Company architecture and Information systems urbanisation 3.00 80.00 Français
Business Engineer 3.00 80.00 Français
Decision-making 3.00 80.00 Français
Business Intelligence 3.00 80.00 Français
Change management 3.00 80.00 Français
Graph Theory and social networks analysis 3.00 80.00 Français
Change management 3.00 80.00 Français
Storytelling Dataviz 3.00 80.00 Français
Steering tools for company management 3.00 80.00 Français
Game theory and agent based modeling 3.00 80.00 Français
Digital marketing and CRM 3.00 80.00 Français
Cours
Introduction to machine learning 3.00 80.00 Français
A journey to data scientist 1 3.00 80.00 Français
A journey to data scientist 2 3.00 80.00 Français
Elective courses
Statistics and Statistical Analysis Systems (SAS) 3.00 80.00 Français
Advanced C++ programing 3.00 80.00 Français
Deep learning 3.00 80.00 Français
Big Data & Cloud computing 3.00 80.00 Français
Advanced data mining 3.00 80.00 Français
Data mining cases deployment 3.00 80.00 Français
Decision-making 3.00 80.00 Français
Market finance 3.00 80.00 Français
Language processing and text mining 3.00 80.00 Français
AI algorithms optimisation 3.00 80.00 Français
Business Intelligence 3.00 80.00 Français
Advanced Big Data architecture 3.00 80.00 Français
Introduction to AI 3.00 80.00 Français
Data sciences 3.00 80.00 Français
Graph theory & social network Analysis 3.00 80.00 Français
Advanced C++ programing 3.00 80.00 Français
Learning analytics & learners follow-up 3.00 80.00 Français
Introduction to AI 3.00 80.00 Français
Game theory & agent based modeling 3.00 80.00 Français
Digital marketing 3.00 80.00 Français
Cours
Nuclear physics 3.00 80.00 Français
Fuel cycle 3.00 80.00 Français
Nuclear reactors operation 3.00 80.00 Français
Radio protection 3.00 80.00 Français
Elective courses
Contemporary managerial issues 3.00 80.00 Français
Management of the company’s performance 3.00 80.00 Français
Engineering of complex systems 3.00 80.00 Français
Environmental energy: issues and strategies 3.00 80.00 Français
Algorithms and machine learning 3.00 80.00 Français
Economy of energy 3.00 80.00 Français
Fusion, GEN IV, Propulsion 3.00 80.00 Français
Monte Carlo modeling in nuclear physics 3.00 80.00 Français
Management of complex projects in the nuclear field 3.00 80.00 Français
Cours
Anatomy & physiology for the design of medical devices & sensors 3.00 80.00 Français
The digital patient 3.00 80.00 Français
Health management: Information System organization 3.00 80.00 Français
Elective courses
Computer-aided medical interventions 3.00 80.00 Français
Economy and health law 3.00 80.00 Français
Principles of physics, system architecture, training and medical image processing 3.00 80.00 Français
Connected medical devices 3.00 80.00 Français
Dosimetry 3.00 80.00 Français
Health information system, standards and security 3.00 80.00 Français
Analysis of health data: epidemiology and decision-making 3.00 80.00 Français
From the radioisotope to the radiopharmaceutical 3.00 80.00 Français
Cours
Software engineering for MMIs and collaboration 3.00 80.00 Français
Cognitive ergonomy for interaction 3.00 80.00 Français
Social, legal and ergonomy principles of work within a collaborative network 3.00 80.00 Français
Advanced methods for programing and software development 3.00 80.00 Français
Elective courses
Augmented reality 3.00 80.00 Français
User experience evaluation 3.00 80.00 Français
IoT Intelligence, social web and semantic 3.00 80.00 Français
Collaborative virtual reality 3.00 80.00 Français
Web Apps engineering 3.00 80.00 Français
Language processing and data mining 3.00 80.00 Français
Mobile Devices Developpment 3.00 80.00 Français
Cours
Developing and deploying applications in the cloud 3.00 80.00 Français
Information transport protocols 3.00 80.00 Français
New economy models and digital law 3.00 80.00 Français
Elective courses
Security architecture of systems 3.00 80.00 Français
Mobile networks 3.00 80.00 Français
Wireless networks for IoT devices 3.00 80.00 Français
Industrial networks 3.00 80.00 Français
Distribution radio networks 3.00 80.00 Français
Cyber-security in specified environments 3.00 80.00 Français
Smart cities and transports 3.00 80.00 Français
Computer networks basis 3.00 80.00 Français
Mobile networks 3.00 80.00 Français
Standardisation 3.00 80.00 Français
Literature review project 3.00 80.00 Français
Cours
Physical channels of communication 3.00 80.00 Français
Digital communications 3.00 80.00 Français
Transmission systems architecture and engineering 3.00 80.00 Français
Elective courses
Error correction coding 3.00 80.00 Français
Radio technologies 3.00 80.00 Français
Receivers for digital communications: from principles to implementation 3.00 80.00 Français
Data and applications security 3.00 80.00 Français
Optical technologies 3.00 80.00 Français
Computer networks through practise 3.00 80.00 Français
Mobile networks 3.00 80.00 Français
Data compression: from source coding to virtual reality 3.00 80.00 Français
Optical networks 3.00 80.00 Français
Electronic integration: from the algorithm to the prototype 3.00 80.00 Français
Cours
Introduction to machine learning 3.00 80.00 Français
Stochastic modelling and analysis 3.00 80.00 Français
Numerical methods 3.00 80.00 Français
Elective courses
Advanced C++ programing 3.00 80.00 Français
Deep learning 3.00 80.00 Français
Stochastic Dynamic Models 3.00 80.00 Français
Big data & cloud computing 3.00 80.00 Français
Statistical learning & sparse representations 3.00 80.00 Français
Empirical finance 3.00 80.00 Français
Computational Imaging 3.00 80.00 Français
Deployment of data mining true cases 3.00 80.00 Français
Markov chains & applications 3.00 80.00 Français
Market finance 3.00 80.00 Français
Computer vision 3.00 80.00 Français
Portfolio management & trading algorithms 3.00 80.00 Français
Projects on recent advances in machine learning 3.00 80.00 Français
Artificial intelligence 3.00 80.00 Français
Projects on recent advances in machine learning 3.00 80.00 Français
Game theory and agent based modeling 3.00 80.00 Français
Cours
Performance management 3.00 80.00 Français
Risks management 3.00 80.00 Français
Risks in change management 3.00 80.00 Français
Uncertain optimisation 3.00 80.00 Français
Elective courses
Contemporary managerial questions 3.00 80.00 Français
Company performance management 3.00 80.00 Français
Complex systems engineering 3.00 80.00 Français
Environment energy: issues and strategies 3.00 80.00 Français
Algorithms and automatic learning 3.00 80.00 Français
Operational effectiveness 3.00 80.00 Français
Conception risk and performance 3.00 80.00 Français
Maintenance in operational readiness 3.00 80.00 Français
Economic performance 3.00 80.00 Français
Performance assessment 3.00 80.00 Français
Innovation, a risky approach 3.00 80.00 Français
Cours
Network basis 3.00 80.00 Français
Cloud platforms 3.00 80.00 Français
Networks and platforms regulations 3.00 80.00 Français
Elective courses
Digital networks 3.00 80.00 Français
Economy and platforms 3.00 80.00 Français
Developing and deploying applications in the cloud 3.00 80.00 Français
Blockchain et consensus: co-operation in digital platforms 3.00 80.00 Français
Building a technico-commercial answer to an international call for tender 3.00 80.00 Français
Networks virtualisation 3.00 80.00 Français
Networks basics (Msc) 3.00 80.00 Français
Mobile networks 3.00 80.00 Français
Contents dissemination architectures 3.00 80.00 Français
Service architecture for the Internet 3.00 80.00 Français
Cours
Physics of wave propagation and sensors 3.00 80.00 Français
Hardware architecture and sensors networks 3.00 80.00 Français
Observation and perception systems engineering 3.00 80.00 Français
Elective courses
Radio technologies 3.00 80.00 Français
Acoustic systems: architectures and scales 3.00 80.00 Français
Software radio: architecture and applications 3.00 80.00 Français
Big data & Cloud computing 3.00 80.00 Français
Electronic integration– from the algorithm to the prototype 3.00 80.00 Français
Computational imaging 3.00 80.00 Français
Robotic systems programing 3.00 80.00 Français
Computer vision 3.00 80.00 Français
2D and 3D artificial vision technology 3.00 80.00 Français
Machine learning and multi-sensors database advanced processing 3.00 80.00 Français
Project JANUS (CNES): Multi-academic partners project for a CubeSat conception 3.00 80.00 Français
Cours
Robots modelling 3.00 80.00 Français
Robots control 3.00 80.00 Français
Innovation and robotisation 3.00 80.00 Français
Contemporary managerial questions 3.00 80.00 Français
Elective courses
Company performance management 3.00 80.00 Français
Complex systems engineering 3.00 80.00 Français
Environment energy: issues and strategies 3.00 80.00 Français
Algorithms and automatic learning 3.00 80.00 Français
Prototyping a robotic system 3.00 80.00 Français
Bio-inspired robotics 3.00 80.00 Français
Embedded systems 3.00 80.00 Français
Cobotics and haptics 3.00 80.00 Français
Distributed and real-time information systems 3.00 80.00 Français
Cours
Digital and analogical integrated circuits 3.00 80.00 Français
Methodologies: from the algorithm to the chip 3.00 80.00 Français
Embedded systems: hardware-software interaction 3.00 80.00 Français
Elective courses
Advanced methods for programing and software development 3.00 80.00 Français
Radiofrequencies technologies and devices 3.00 80.00 Français
Seminar: Integrated circuits and systems conception (Grenoble) 3.00 80.00 Français
Software radio: architecture and applications 3.00 80.00 Français
Circuits high level conception 3.00 80.00 Français
New techniques and uses of visualization and interactive display 3.00 80.00 Français
AI – optimized implementations 3.00 80.00 Français
Connected medical devices 3.00 80.00 Français
Web applications engineering 3.00 80.00 Français
AI– introduction 3.00 80.00 Français
Energies and sensors 3.00 80.00 Français
AI– introduction 3.00 80.00 Français
Electronics integration– from the algorithm to the prototype 3.00 80.00 Français
Cours
Environmental and energy issues 3.00 80.00 Français
Energy grids 3.00 80.00 Français
Strategic and socio-technical analysis of energy and environmental issues 3.00 80.00 Français
Energy and environment risks and management 3.00 80.00 Français
Elective courses
Contemporary managerial questions 3.00 80.00 Français
Company performance management 3.00 80.00 Français
Complex systems engineering 3.00 80.00 Français
Algorithms and automatic learning 3.00 80.00 Français
Renewable energy production sectors 3.00 80.00 Français
Building energy performances 3.00 80.00 Français
Machines energy 3.00 80.00 Français
Energy recovery and waste-to-energy and biomass processes 3.00 80.00 Français
Building environmental performances 3.00 80.00 Français
Energy systems and cycles 3.00 80.00 Français
Environmental assessment 3.00 80.00 Français
Sustainable cities and territories 3.00 80.00 Français
Innovative low-carbon generation technologies 3.00 80.00 Français