English

Master i EISTI Business Intelligence, Nanomaterials, Data mining, Optimisation


Official Title
Systèmes Décisionnels : Architecture, Exploration de données et Optimisation

Institute website
http://www.eisti.fr/
Program

Prerequisite of the training
Bachelor (minimum)

Formation type
Initial education

Course language
M1 M2
English English

The M1 section is taught by
The institute : EISTI

The M2 section is taught by
The institute : EISTI

Domains
Business Intelligence, Nanomaterials, Data mining, Optimisation
Section M1

Location
EISTI
Avenue du Parc
95000 CERGY

Average academic cost found without insurance of M1
7000 euros

Description M1
The M1 provides the necessary foundation in computer science and mathematics for M2. We found the three pillars that characterize this master. In addition, we have included essential elements of project management. This year will result in the realization of a transverse project team

Scholarships M1
none


Period 1
September - June Language Hours* Credits*
or
Core
Inferential statistics en 30.00 3.00

Signals and Systems en 20.00 2.00

Simulation and Stochastic Processes en 30.00 3.00

Deterministic and stochastic optimization en 30.00 3.00

Finite Differences and Partial Differential Equations en 30.00 3.00

Object-Oriented Modeling (OOM) with UML en 30.00 3.00

Object-oriented design and programming with Java en 30.00 3.00

Relational Databases: Modeling and Design en 50.00 5.00

Architecture and Network Programming en 30.00 3.00

Parallel programming en 30.00 3.00

V-Model and AGILE methods en 20.00 2.00

Transversal Project en 40.00 4.00

FFL : French as Foreign Language fr 60.00 6.00

Data Analysis en 50.00 5.00

Introduction to Data Mining en 20.00 2.00

Operational Research: Linear Optimization en 20.00 2.00

Combinatory Optimization and Complexity Theory en 20.00 2.00

Introduction to Prediction Models en 20.00 2.00

Initiation to Research en 10.00 1.00

Signal Processing en 30.00 3.00

Note: a part of (or all) the M1-Period 1 will be replaced by a "n+i" special package designed for foreign student.
See the Methodology Integration Package (PIM) for more informations.

* The number of course hours may be subjected to slight variations.
* More informations about ECTS credits.
Section M2

Location
EISTI
Avenue du Parc
95000 CERGY

Average academic cost found without insurance of M2
7000 euros

Description M2
As in the M1, we found the three pillars of the master but at expertise level. To train experts in our field, we must give real skills in modeling, design and implementation of computer architecture, data mining and optimization.

Scholarships M2
none


Period 1
September - January Language Hours* Credits*
or
Core
Cloud Computing and NoSQL en 30.00 3.00

Web Services en 20.00 2.00

JEE en 20.00 2.00

Theory in Business Intelligence en 20.00 2.00

Practice in Business Intelligence en 20.00 2.00

Data Mining: Applicative Approach en 20.00 2.00

Thorough Prediction Models en 20.00 2.00

Semantic Web and Ontology en 20.00 2.00

SAS: Entreprise Miner and Big Data en 20.00 2.00

Social Network Analysis en 20.00 2.00

Thorough operational research: modeling and business applications en 20.00 2.00

SAS-OR en 10.00 1.00

Games theory en 10.00 1.00

Initiation to Research: Study of a scientific document en 10.00 1.00

FFL : French as Foreign languages fr 40.00 4.00

Period 2
February - September Language Hours* Credits*
or
Core
Business Internship (from mid-April) of 22 weeks fr 150.00 16.00

Collective Intelligence: Web Mining and Multimedia Indexation en 20.00 2.00

Text Mining and Natural Language en 20.00 2.00

Constraint Programming en 20.00 2.00

Multi-Objective, Multi-Criteria Optimization en 20.00 2.00

Research Project in Big Data en 40.00 4.00

FLE: French as Foreign Language fr 40.00 2.00


* The number of course hours may be subjected to slight variations.
* More informations about ECTS credits.