Master's degree Information systems technologies


- Campus Marne la Vallée - Champs sur Marne, Ecole Nationale des Sciences Géographiques (ENSG)
- Ecole Nationale des Sciences Géographiques (ENSG)6/8 avenue Blaise Pascal
Entry requirements
Students studying a Master’s in science (physics, geomatics, computer science, etc.).
Master’s students in geography, agronomy, spatial planning, etc. with skills in image processing, data analysis, GIS and / or computer science, and wishing to specialize in remote sensing and spatial analysis.
Benefits of the program
This programme addresses identified needs in the field of geomatics, in particular thanks to the “Skills and Trades” survey conducted in 2013 by the French Association for Geographic Information, the GeoRezo network and the MAGIS Geomatics Research Group at CNRS. Students are therefore perfectly prepared for the professional world.
Acquired skills
This Master’s provides training in spatial remote sensing and geographic data analysis. It trains geomaticians capable of designing and implementing methods aimed at structuring, analysing and visualising vector geographic information and images (optical and radar), to make it possible to study phenomena with a spatial component.
Capacities
20
Course venue
Other course venue
Ecole Nationale des Sciences Géographiques (ENSG)6/8 avenue Blaise Pascal
Your future career
This Master’s is oriented towards both research and industry. Graduates seeking direct employment can apply for jobs such as research engineer, project manager in a company (digital geography, geomatics, geophysical prospecting, environment, defence, design offices or local administrations). They can also pursue further studies with a PhD, going on to work in higher education or public/semi-public research bodies, such as CNRS, IGN, CNES, IPG, IRD, IRSTEA, INRA or INRIA in France, or other research bodies overseas.
Professional integration
Examples of jobs:
- Engineer (development, instrumentation, research, etc.), project manager, information systems consultant.
Examples of PhD dissertations:
Contribution of Polarimetric Radar Data for the Cartography of Vegetation in Tropical Environments (UPEM / ONFI)
- Identification and Monitoring of Poplar Plantations with Hypertemporal Remote Sensing (DYNAFOR)
- Qualification and Interoperability of Standards (LaSTIG - IGN)
- Characterisation of Inter-Seismic Tectonic Deformations of the Island of Taiwan Using Radar Interferometry (LaSTIG - UPEM)
- Cartographic Factories and Urban Factories: Volatile Geographical Information Potential for Efficient and Inclusive Development in Disadvantaged Neighbourhoods of Cities in the Global South.
- Development of Geographical Indicators to Contribute to the Evaluation of City Policies.
- Integration of Major Urban Transport Infrastructure in the City Through Roofing Works. Assessment and Decision-Making Tools.
Study objectives
This Master’s provides training in spatial remote sensing and geographic data analysis. It trains geomaticians capable of designing and implementing methods aimed at structuring, analysing and visualising vector geographic information and images (optical and radar), to make it possible to study phenomena with a spatial component.
Major thematics of study
Image processing, measurement physics, geographic vector information, geometric analysis, spatio-temporal dynamics.
Calendar
Four to six-month work placement between 1 April and 30 September.
Semester 3
| Courses | ECTS | CM | TD | TP |
|---|---|---|---|---|
| Maitriser les fondamentaux des SI et des frameworks de développement | ||||
|
Frameworks de développement et langages de programmation
Comprendre et savoir appliquer les outils du monde informatique tels que les patrons de conception et l'utilisation d'environnement de développement complets, leur apports et leurs limites.
Teaching language FRANÇAIS / FRENCH | 4.00 | |||
|
Outils de l'OSGeo
Teaching language FRANÇAIS / FRENCH | 6h | |||
|
Compilation
Teaching language FRANÇAIS / FRENCH | 1.00 | 9h | 9h | |
|
Design Patterns
Teaching language FRANÇAIS / FRENCH | 1.00 | 6h | 6h | |
|
OpenGL
Teaching language FRANÇAIS / FRENCH | 1.00 | 3h | 9h | |
|
Programmation orientée objets
Teaching language FRANÇAIS / FRENCH | 1.00 | 9h | 15h | |
|
Fondamentaux des SI
Connaître et comprendre l’architecture des applications web
Teaching language FRANÇAIS / FRENCH | 7.00 | |||
|
IDG et Dashboard
Teaching language FRANÇAIS / FRENCH | 2.00 | 30h | ||
|
Architectures ArcGIS
Teaching language FRANÇAIS / FRENCH | 1.00 | 9h | 9h | |
|
Services web géographiques
Teaching language FRANÇAIS / FRENCH | 0.50 | 9h | 9h | |
|
Web Sémantique
Teaching language FRANÇAIS / FRENCH | 0.50 | 6h | 9h | |
|
WebGL
Teaching language FRANÇAIS / FRENCH | 0.50 | 6h | 6h | |
|
Architectures web
Teaching language FRANÇAIS / FRENCH | 2.00 | 18h | 18h | |
|
Généralité sur les SI et leurs architectures
Teaching language FRANÇAIS / FRENCH | 0.50 | 6h | 6h | |
| Maîtriser le traitement de la donnée géo pour l'aide à la décision | ||||
|
DataSpace et aide à la décision
Maîtriser les enjeux d’infrastructures d’information centrées sur les données géographiques
Teaching language FRANÇAIS / FRENCH | 2.00 | |||
|
Information géographique 3D
Teaching language FRANÇAIS / FRENCH | 9h | |||
|
Collaboratif et gouvernance
Teaching language FRANÇAIS / FRENCH | 1.00 | 6h | 9h | |
|
Qualité de la donnée
Teaching language FRANÇAIS / FRENCH | 1.00 | 9h | 12h | |
|
Traitement de la connaissance géographique
Connaitre et maîtriser les outils de traitement et manipulation de la données géographique
Teaching language FRANÇAIS / FRENCH | 3.00 | |||
|
ETL
Teaching language FRANÇAIS / FRENCH | 1.00 | 9h | 9h | |
|
NoSQL
Teaching language FRANÇAIS / FRENCH | 0.50 | 6h | 6h | |
|
Deep Learning
Teaching language FRANÇAIS / FRENCH | 1.00 | 9h | 9h | |
|
Programmation sous QGIS
Teaching language FRANÇAIS / FRENCH | 0.50 | 6h | 6h | |
| Maitriser la méthodologie DevSecOps | ||||
|
Outils DevSecOps
Comprendre et savoir appliquer les outils propres à la philosophie DevSecOps
Teaching language FRANÇAIS / FRENCH | 5.00 | |||
|
Sécurité des SI
Teaching language FRANÇAIS / FRENCH | 1.00 | 12h | 12h | |
|
Docker Swarm
Teaching language FRANÇAIS / FRENCH | 1.00 | 12h | 12h | |
|
Docker
Teaching language FRANÇAIS / FRENCH | 1.00 | 9h | 9h | |
|
Cloud Computing
Teaching language FRANÇAIS / FRENCH | 1.00 | 6h | 6h | |
|
Linux
Teaching language FRANÇAIS / FRENCH | 1.00 | 6h | 9h | |
|
Gestion de projet informatique appliquée aux SI
Connaître et appliquer les méthodes de gestion de projet informatique
Teaching language FRANÇAIS / FRENCH | 4.00 | |||
|
UX Design
Teaching language FRANÇAIS / FRENCH | 1.00 | 6h | 6h | |
|
Assistance à la MOA
Teaching language FRANÇAIS / FRENCH | 1.00 | 9h | 9h | |
|
Intégration continue
Teaching language FRANÇAIS / FRENCH | 1.00 | 9h | 9h | |
|
Méthodes AGILE
Teaching language FRANÇAIS / FRENCH | 1.00 | 12h | 12h | |
| Pratiquer les méthodes de gestion de projet à un projet géomatique | ||||
|
Projet de développement géomatique 1
Savoir pratiquer les méthodes de gestion de projet à un projet géomatique
Teaching language FRANÇAIS / FRENCH | 5.00 |
Semester 4
| Courses | ECTS | CM | TD | TP |
|---|---|---|---|---|
| Appliquer l’ensemble des compétences de l’année pour répondre à une commande d’un vrai client ou d'un vrai besoin | ||||
|
Stage en entreprises
Stage en entreprises, laboratoire de recherche, collectivité, etc. de 4 à 6 mois
| 22.00 | |||
|
Projet de développement géomatique 2
Appliquer l’ensemble des compétences de l’année pour répondre à une commande d’un vrai client
Teaching language FRANÇAIS / FRENCH | 8.00 |
FRISON Pierre-Louis et BRETON Laurent (M1-M2)
COINDET Victor (M2)
CONSTANT Mina (M1-M2)
Partners
LaSTIG, CESBIO, CNES, MNHN, PRODIG, …