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Computer Science

Responsable : Regis Clouard

1ère année2ème année3ème année
Semestre 5 Semestre 7 Semestre 9
Semestre 6 Semestre 8 Semestre 10
SEMESTER 5
TEACHING UNIT MODULES CODE HOURS WEIGHTING FACTOR ECTS
Lectures SeminarLab-workMid-termExamLab-work

Tronc commun Informatique

1L1AAB
Languages & Corporate Culture
Moyenne minimum : 10
English1L1AA1-39--3--
Second foreign language1L1AA20-26--2--
Third foreign language - optional (Chinese, Japanese, German, Italian, Portuguese, Russian, Spanish, Corean)* (optionnel) 1L1AA11-15-----
Introduction to financial management1L1AA368--1--
Recruitment procedures1L1AA4044--1--
How to communicate in a professionnal environment1L1AA724-----
How to communicate in a professionnal environment : tutorials1L1AA8-13-----
How to build a personal & professional project1L1AA6024--1--
Conferences on the corporates world1L1AA58------
Total 107 8 6


1I1BA
Mathematics, Signal and Algorithms
Moyenne minimum : 10
Algebra1I2AB4151280.520.5-
Analog Signal Processing1I1AB410910-21-
Basics of Algorithmics1I1AC11221-11.5--
Small project of algorithmic1I1AC3--10--1-
Telecommunication Principles1I1AE1939-11-
Total 128 11.5 12


1I1CA
Computer science 12
Moyenne minimum : 10
Software Development Tools1I1AD116-22-22-
Computer Architecture Technology1I1AD25-10-1--
Web Programming1I2AD39-16-1.5--
Programming and C Language1I1AC21314140.51.51.5-
Digital Logic Circuits1I1AE210-14-21-
Total 143 13 12


1SO
Soutien
Moyenne minimum : 10
Mathematics help1ISO1-10-----
Math Support Class1ISO2-30-----
Soutien en algorithmique et C1ISO3-20-----
Total 0 0 0


SEMESTER 6
TEACHING UNIT MODULES CODE HOURS WEIGHTING FACTOR ECTS
Lectures SeminarLab-workMid-termExamLab-work

Tronc commun Informatique

1L2AAB
Languages & Corporate Culture
Moyenne minimum : 10
English1L2AA1-42--3--
Second foreign language1L2AA20-28--2--
Third foreign language - optional * (optionnel) 1L2AA7-15-----
Public speaking1L2AA83------
How to build a personal & professional : workshop1L2AA10-2-----
How to build a personal & professional : tutorials1L2AA9-17-----
Project management1L2AA4-10--1--
Economy & economic intelligence1L2AA514---1--
Conferences on the corporate world1L2AA38------
Total 107 7 5


1I2DA
Computer science 13
Moyenne minimum : 10
Probability and Statistics1I2AB1-27--2--
Mathematical Analysis1l1AB31516-1.51.5--
Advanced Algorithmics1I2AB2151414-21.5-
Software Engineering and Object-Oriented Design1I2AC11114--2--
Digital Signal Processing1I2AE210915-1.51.5-
Total 160 13.5 13


1I2EA
Computer science 14
Moyenne minimum : 10
Computer Network1I2AD114-22-1.51-
Databases1I2AD412420-1.51-
Embedded Systems1I2AE110-27-1.51.5-
Java and Object-Oriented Programming1I2AC212-22-1.51.5-
Mini-projet1I2AB3--10--2-
Total 153 13 12


SEMESTER 7
TEACHING UNIT MODULES CODE HOURS WEIGHTING FACTOR ECTS
Lectures SeminarLab-workMid-termExamLab-work

Tronc commun Informatique

2L1AAB
Langues et culture de l'entreprise
Moyenne minimum : 10
English2L1AA1-28--2--
English - tutorials2L1AA11-28-----
Second foreign language2L1AA21-28--2--
Third foreign language - optional (German, Spanish, Italian Chinese, Japanese, Portuguese)* (optionnel) 2L1AA26-15-----
Recruitment techniques2L1AA9-10--1--
Personal & professional project2L1AA3032--1--
Conferences on professionnal activities : working abroad2L1AA64------
Debates on economic inteligence (EI)2L1AA515------
Gestion de projet informatique2L1AA8--14--1-
Total 104 8 6


2I3BA
Computer science 21
Moyenne minimum : 10
Mathematics for Computer Science2I1AB117980.51.50.5-
Cryptography2I1AB3153--1.5--
Artificial Intelligence2I1AE110610-1.51.5-
Programmation fonctionnelle avec Scala (option 2)2I3B110610-1.51.5-
Introduction aux methodes aleatoires : modeles et algorithmes (option 3)2I3B210610-1.51.5-
Graphs and Automata2I1AB21034-1--
Software Engineering and Design Patterns2I1AC311814-1.52-
Projet2I1AE4--4--1-
Total 132 12.5 12


2I3C
Programmation Objet
Moyenne minimum : 10
Data Mining / Learning2I1AE2866-11-
Operating Systems2I2AB510-16-1.51.5-
Realtime Kernel2I2AB66-12--2-
C++ Programming2I1AC2151414-2.51.5-
Mobile Development3IC55-12-0.50.5-
XML Technologies2I1AD210-14-21-
Total 148 15 12


SEMESTER 8
TEACHING UNIT MODULES CODE HOURS WEIGHTING FACTOR ECTS
Lectures SeminarLab-workMid-termExamLab-work

Tronc commun Informatique

2L2AAB
Langues & Cultures de l'Entreprise
Moyenne minimum : 10
English2L2AA1-18--3--
Scientific english2L2AA11-6-----
Soutien2L2AA12-18-----
Second foreign language2L2AA21-18--2--
Third foreign language - optional (German, Spanish, Italian, Chinese, Japanese, Portuguese)* (optionnel) 2L2AA7-15-----
Economic intelligence (EI)2L2AA996--1--
Gestion de projet : informatique (suite)2L2AA810-4--1-
Conferences on professionnal activities in Engineering2L2AA62------
Total 73 7 4


2I4DA
Computer science 23
Moyenne minimum : 10
Graphical User Interface Programming2I2AB16-18--2-
Communication System Architecture2I2AC115---2--
Java Technologies2I2AC55-20--2-
Web 2.02I2AC43-14-10.5-
Parallel Architectures2I2AC39-15-2--
Software System Engineering2I1AE3--4--1-
Projet (suite)2I2AB4--14--3-
Total 123 13.5 9


Majeure Image & Multimédia

2I2AD
Image et multimédia
Moyenne minimum : 10
Fundamentals of Image Processing2I2AD16-13-1.50.5-
Multimedia Tools2I2AD24-6--1-
Fundamentals of Computer Graphics2I2AD36-25-0.52-
Initiation a Unity2I2AD4--6--0.5-
Total 66 5.5 5


E-Payment and Cybersecurity

2I2AE
E-banking and computer security
Moyenne minimum : 10
Introduction to e-Payments2I2AE122-2-1.5--
Smart cards: ISO 7816 and EMV2I2AE218-8-1.51-
Applied cryptography2I2AE48-8-1.50.5-
Total 66 6 5


2EE
4 months Intership
Moyenne minimum : 10
Intership 2EE1-----15-
Total 0 15 12


SEMESTER 9
TEACHING UNIT MODULES CODE HOURS WEIGHTING FACTOR ECTS
Lectures SeminarLab-workMid-termExamLab-work

Majeure Image & Multimédia

3LMC
Languages & Corporate Culture
Moyenne minimum : 10
Technological Innovation & Society : 20H + industrial project (15H) or3LMC1-35--3--
English3LMC83-------
Entrepreneurship3LMC1530------
Industrial project management3LMC1620---1--
Labour law3LMC28---1--
Management3LMC316------
Influence & legal norms3LMC43------
Creation of a company3LMC61.5------
Business plan3LMC173.5------
Recruitment techniques : simulation of job interviews3LMC1032-----
Personal & professional project : defense3LMC18-0.2--1--
EI and R&D (Technologicakl watch, Normalization, patents, strategic positionning)3LMC75------
Business3LMC9111---2--
Total 108 8 5


3IJA
Computer science 31-1
Moyenne minimum : 10
Semantic web3IB26-6-11-
Modèles et applications du Web3IC312-8-1.51-
Transmission d information : compression, codage3IB325---2--
Developpement mobile3IC55-12-0.50.5-
Projet et management de projet3IAP110---1--
Projet intensif3IAP2--5--2-
Projet de 3eme annee3IAP3--45--5-
Total 134 15.5 11


3IKA
Traitement et synthese d'image
Moyenne minimum : 10
Outils pour les reseaux profonds (Deep Learning)3IE59-8-11-
Generation automatique d'image, transfert de style3IE69-4-11-
Traitement d'image et du son 3ID234418-21-
Synthese d'images et realite virtuelle 3ID418-20-21-
Reconnaissance de formes3IE12028-21-
Apprentissage automatique3IE22028-21-
Recherche d informations et multimedia 3IE314-6-21-
Projets intensifs image3IE4--6--1-
Total 210 20 14


E-Payment and Cybersecurity

3LMC
Languages & Corporate Culture
Moyenne minimum : 10
Technological Innovation & Society : 20H + industrial project (15H) or3LMC1-35--3--
English3LMC83-------
Entrepreneurship3LMC1530------
Industrial project management3LMC1620---1--
Labour law3LMC28---1--
Management3LMC316------
Influence & legal norms3LMC43------
Creation of a company3LMC61.5------
Business plan3LMC173.5------
Recruitment techniques : simulation of job interviews3LMC1032-----
Personal & professional project : defense3LMC18-0.2--1--
EI and R&D (Technologicakl watch, Normalization, patents, strategic positionning)3LMC75------
Business3LMC9111---2--
Total 108 8 5


3ILA
Informatique 31-2
Moyenne minimum : 10
Semantic web3IB26-6-11-
Technologies de sécurité3IC112-8-1.5--
Transmission d information : compression, codage3IB325---2--
Developpement mobile3IC55-12-0.50.5-
Projet et management de projet3IAP110---1--
Projet intensif3IAP2--5--2-
Projet de 3eme annee3IAP3--45--5-
Total 134 14.5 11


3IMB
Informatique Master
Moyenne minimum : 10
Organisations et acteurs de la monetique3IF110-4-10.5-
Flux monetiques 3IF514-12-11-
Composants de la monetique 3IF412-3-1--
Fraude et PCI DSS3IF610---1--
Transactions sans contact 3IF711-12-11-
Architectures monetiques3IF810-8-11-
Cryptographie pour l'embarque3IG116-20-21-
Authentication and identification3IG220-12-21-
System security3IG420-16-21-
Total 210 18.5 14


Majeure Double cursus Informatique Master E-SECURE

3MR
Langues et Recherche
Moyenne minimum : 10
Technological Innovation & Society : 20H + industrial project (15H) or3LMC1-35--3--
English3LMC83-------
Industrial project management3LMC1620---1--
Labour law3LMC28---1--
Management3LMC316------
Influence & legal norms3LMC43------
Creation of a company3LMC61.5------
Business plan3LMC173.5------
Recruitment techniques : simulation of job interviews3LMC1032-----
Personal & professional project : defense3LMC18-0.2--1--
EI and R&D (Technologicakl watch, Normalization, patents, strategic positionning)3LMC75------
M2 - Ouverture a la recherche (Expose scientifique)3EMR9-15--0.5--
Conferences3LMC1110------
Outils algorithmiques (E-Secure)3IMR120-10-0.5--
Biometrie (Commun E-Secure)3IMR220---0.5--
Cryptographie avancee (E-Secure) 3IMR320---0.5--
Total 192 8 5


3IMMC
Technologie des réseaux
Moyenne minimum : 10
Technologies de sécurité3IC112-8-1.5--
Data transmission: compression and coding3IB325---2--
Developpement mobile3IC55-12-0.50.5-
Projet et management de projet3IAP110---1--
Projet intensif3IAP2--5--2-
Projet de 3eme annee3IAP3--45--5-
Total 122 12.5 11


3IMMD
E-Paiement & Cybersecurite informatique Master
Moyenne minimum : 10
Organisations et acteurs de la monetique3IF110-4-10.5-
Flux monetiques 3IF514-12-11-
Composants de la monetique 3IF412-3-1--
Fraude et PCI DSS3IF610---1--
Transactions sans contact 3IF711-12-11-
Architectures monetiques3IF810-8-11-
Cryptographie pour l'embarque3IG116-20-21-
Authentication and identification3IG220-12-21-
System security3IG420-16-21-
Total 210 18.5 14


Majeure Double cursus Informatique Master IDM (Image, Donnees et Multimedia)

3MR
Langues et recherches
Moyenne minimum : 10
Technological Innovation & Society : 20H + industrial project (15H) or3LMC1-35--3--
English3LMC83-------
Industrial project management3LMC1620---1--
Labour law3LMC28---1--
Management3LMC316------
Influence & legal norms3LMC43------
Creation of a company3LMC61.5------
Business plan3LMC173.5------
Recruitment techniques : simulation of job interviews3LMC1032-----
Personal & professional project : defense3LMC18-0.2--1--
EI and R&D (Technologicakl watch, Normalization, patents, strategic positionning)3LMC75------
M2 - Ouverture a la recherche (Expose scientifique)3EMR9-15--0.5--
Conferences3LMC1110------
Programmation mathematique (IDM)3IMR520---0.5--
Analyse de donnees en grande dimension (IDM)3IMR62010--0.5--
Search Engine (IDM)3IMR7201010-0.5--
Total 212 8 5


3IMAD
Technologies avancees
Moyenne minimum : 10
Data transmission: compression and coding3IB325---2--
Developpement mobile3IC55-12-0.50.5-
Projet et management de projet3IAP110---1--
Projet intensif3IAP2--5--2-
Projet de 3eme annee3IAP3--45--5-
Total 102 11 11


3IDC
Image, Son & Machine Learning
Moyenne minimum : 10
Outils pour les reseaux profonds (Deep Learning)3IE59-8-11-
Generation automatique d'image, transfert de style3IE69-4-11-
Traitement d'image et du son 3ID234418-21-
Synthese d'images et realite virtuelle 3ID418-20-21-
Reconnaissance de formes3IE12028-21-
Apprentissage automatique3IE22028-21-
Recherche d informations et multimedia 3IE314-6-21-
Projets intensifs image3IE4--6--1-
Total 210 20 14


SEMESTER 10
TEACHING UNIT MODULES CODE HOURS WEIGHTING FACTOR ECTS
Lectures SeminarLab-workMid-termExamLab-work

Tronc commun Informatique

3EE
Long term intership & Master thesis
Moyenne minimum : 10
Rapport écrit3EE1-----10-
Présentation orale3EE2-----10-
Travail, aptitude et comportement3EE3-----10-
Total 0 30 30


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