CMI UNIVERSITY DIPLOMA IN COMPUTER ENGINEERING

Contact
Diploma
University Diploma
Input level
BAC
Duration
5 years
Graduate
Yes
Locations
Jean-Henri Fabre Campus - CERI
Study plan
Initial, Continuous
Internship
Mandatory
Cost of training
Sector
IT, telecommunications
Contact
Success rate
Satisfaction rate

Presentation

Le Master's Degree in Computer EngineeringThis programme, accredited by the FIGURE network, is an opportunity for highly motivated students to supplement their bachelor's and master's degrees with specific courses offering a 5-year engineering curriculum.

- A strong focus on innovation, beginning in the first two years with a project linked to a research laboratory, and continuing throughout the course through laboratory placements or work experience with researchers
- Additional courses (20% more) compared with a traditional university course, with a focus on the digital economy, management, culture, robotics and artificial intelligence.
- Immersion in a company from the 2nd year onwards through work placements or sandwich courses
- An international outlook with a minimum of 3 months spent abroad (training or work placement)

It offers three specialisations:
- Software engineering for the digital society (ILSEN)
-Communicating information systems: networks, services and security (SICOM)
-Artificial Intelligence (IA)

Apprenticeships are available from the 4th and 5th years.

Discover the student blog!

CMI TRAINING COURSES
Le CMI is a five-year course (enhanced bachelor's and master's degrees) proposed by 30 French universities grouped together to form the FIGURE (Formation à l'InGénierie par des Universités de Recherche). The network covers all areas of engineering and prepares students to work in innovative companies (large groups, SMEs, start-ups, etc.) or in research laboratories.

With 113 CMIThe network also offers you the opportunity to build a personalised curriculum thanks to the inter-CMI mobility in one area. Visit national network standards defines and guarantees the balance between the components of this demanding and motivating traininginspired by the curricula of the world's leading universities.

From the first year and every semester, this course devotes a significant part to projects and courses as well as specific situational activitiescombining scientific expertise and personal development.

A CMI is always backed by a recognised research laboratory at both national and international level, and is heavily involved in partnerships with companies. A international mobility (internships or study semesters) is an integral part of the curriculum.

At Avignon UniversityThe CMI pathway consists of enrolment in the bachelor's and master's degrees, as well as automatic enrolment in the University Diploma (DU) encompassing the CMI.

The award of the CMI Label and the University Diploma implies :

-Validation of the bachelor's degree and master's degree for the CMI pathway
-Validation of additional CMI UEs
-Compulsory mobility abroad during the course (in the form of work experience or student mobility),
-B2 level English language certification
-PIX certification with a minimum of 400 points

Domain: Lifelong Learning

Description : The Lifelong Learning department promotes professional integration and social advancement. It enables employees or jobseekers to resume their studies throughout their lives in order to improve their skills or enhance their professional experience through diploma, certificate or qualification courses, as well as through the Validation of Acquired Experience (VAE) or Professional Experience (VAP).

Director : Nabila Bellamine

Teaching and laboratory team

The Computer Engineering CMI courses are taught at the Avignon University Computer Science Teaching and Research Centre (CERI), in the Agroparc business park.

All LMD IT courses are housed in the modern CERI building, which has 9 IT rooms, 3 network and telecoms rooms, 10 lecture theatres and 2 lecture theatres equipped with audio-video equipment.
This building is also home to the Avignon University Computer Science Research Laboratory (LIA), to which the CMI's teacher-researchers belong.

The CERI has a Conseil de Perfectionnement made up equally of professionals and teacher-researchers, which defines the broad outlines of Avignon Université's IT training courses.

The training team is made up of teacher-researchers, secondary school teachers and external contributors from the professional world.
General diagram of the domain Curriculum diagram RNCP skills correlation table Outline of the course

Admission

Admission requirements

The CMI is a demanding and selective course.

Students are selected on the basis of their applications and an interview using the Parcoursup platform.

CMI admissions are possible in L1, L2, L3 or M1 under certain conditions.

Enrolment in a DU encompassing CMI is conditional upon enrolment in the Bachelor's or Master's degree that provides the course.
This text will be updated shortly.
Parcoursup report

Courses and levels

DUCMI CMI INGENIERIE INFORMATIQUE

Manager: Rosa Figueiredo Voir le courriel

Manager: Thierry Spriet Voir le courriel

Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
T-C09-0151 CMI L1S1 CURRICULUM Hourly volume : Coefficients : Credits :
T-U09-4101 CMI 1: INTRODUCTION TO RESEARCH - INTEGRATOR PROJECT 1 Hourly volume : 30h00 Coefficients : Credits : 3.00
T-C09-0152 CMI L1S2 CURRICULUM Hourly volume : Coefficients : Credits :
T-U09-4102 CMI 2: CULTURE OF INNOVATION - INTEGRATOR PROJECT 2 Hourly volume : 30h00 Coefficients : Credits : 3.00
T-U09-4103 CMI 3: REAL-DIGITAL INTERFACES Hourly volume : 30h00 Coefficients : Credits : 3.00
T-C09-0153 CMI L2S3 CURRICULUM Hourly volume : Coefficients : Credits :
T-U09-4104 CMI 4: ECONOMICS OF INNOVATION Hourly volume : 30h00 Coefficients : Credits : 3.00
T-U09-4105 CMI 5: TECHNICAL FEASIBILITY - INTEGRATOR PROJECT 3 Hourly volume : 30h00 Coefficients : Credits : 3.00
T-C09-0154 CMI L2S4 CURRICULUM Hourly volume : Coefficients : Credits :
T-U09-4106 CMI 6: 3-WEEK IMMERSION COURSE Hourly volume : Coefficients : Credits : 3.00
T-U09-4107 CMI 7: ECONOMIC MODEL - INTEGRATION PROJECT 4 Hourly volume : 30h00 Coefficients : Credits : 3.00
T-U09-4108 CMI 8: PROGRAMMING PARADIGMS FOR IA Hourly volume : 30h00 Coefficients : Credits : 3.00
T-C09-0155 CMI L3S5 CURRICULUM Hourly volume : Coefficients : Credits :
T-U09-4109 CMI 9: ADDITIONAL INFORMATION - HALF-YEAR ABROAD Hourly volume : 20h00 Coefficients : Credits : 6.00
T-C09-0156 CMI L3S6 CURRICULUM Hourly volume : Coefficients : Credits :
T-U09-4110 CMI 10: CREATIVE PROCESS Hourly volume : 30h00 Coefficients : Credits : 3.00
T-U09-4111 CMI 11: ADDITIONAL WORK PLACEMENT REPORT AND PRESENTATION IN ENGLISH Hourly volume : 20h00 Coefficients : Credits : 3.00
T-U09-4112 CMI 12: MODELLING PROBABILISTIC AND STATISTICAL SYSTEMS Hourly volume : 30h00 Coefficients : Credits : 3.00
T-C09-0157 CMI M1S7 CURRICULUM Hourly volume : Coefficients : Credits :
T-U09-4113 CMI 13: RESEARCH SEMINAR Hourly volume : 30h00 Coefficients : Credits : 3.00
T-C09-0158 CMI M1S8 CURRICULUM Hourly volume : Coefficients : Credits :
T-U09-4114 CMI 14 - 1 COURSE Hourly volume : 30h00 Coefficients : Credits : 3.00
T-U09-4120 CMI 14 - 2 BUSINESS COMPLEMENT: RESEARCH AND DEVELOPMENT Hourly volume : Coefficients : Credits : 3.00
T-U09-4115 CMI 15: HUMAN RESOURCES AND INNOVATION MANAGEMENT Hourly volume : 30h00 Coefficients : Credits : 3.00
T-C09-0159 CMI M2S9 CURRICULUM Hourly volume : Coefficients : Credits :
T-U09-4116 CMI 16: BUSINESS CREATION AND MANAGEMENT Hourly volume : 30h00 Coefficients : Credits : 3.00
T-U09-4117 CMI 17: COMPLEX SYSTEMS Hourly volume : 30h00 Coefficients : Credits : 3.00
T-C09-0160 CMI M2S10 CURRICULUM Hourly volume : Coefficients : Credits :
T-U09-4118 CMI 18: BUSINESS COMPLEMENT: BUSINESS MODEL Hourly volume : 30h00 Coefficients : Credits : 3.00
T-U09-4119 CMI 19: PORTFOLIO Hourly volume : 30h00 Coefficients : Credits : 3.00
T-P09-0101 COMPULSORY CONDITIONS FOR OBTAINING THE D.U. CMI Hourly volume : Coefficients : Credits :
T-U09-4511 PIX CERTIFICATION Hourly volume : Coefficients : Credits :
T-U09-4512 ENGLISH LANGUAGE CERTIFICATION Hourly volume : Coefficients : Credits :
T-U09-4513 VALIDATION OF TRAINING PERIODS Hourly volume : Coefficients : Credits :
T-U09-4514 INTERNATIONAL MOBILITY Hourly volume : Coefficients : Credits :

L3 COMPUTER SCIENCE

Manager: Rosa Figueiredo Voir le courriel

Manager: Rosa Figueiredo Voir le courriel

Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
S-U06-0251 UE ADMINISTERING COMPUTER NETWORKS AND SYSTEMS Hourly volume : 60h00 Coefficients : 6.00 Credits : 6.00
S-E06-0251 OPERATING SYSTEM PROGRAMMING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0252 INTERNET AND NETWORK SERVICES Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-0252 UE DESIGN AND DEVELOP A COMPUTER APPLICATION Hourly volume : 75h00 Coefficients : 8.00 Credits : 8.00
S-E06-0253 UML OBJECT MODELLING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0254 WEB ARCHITECTURES Hourly volume : 18h00 Coefficients : 2.00 Credits : 2.00
S-E06-0255 AMS DESIGN AND DEVELOP A WEB APPLICATION Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00
S-U06-0254 INTERACTING IN A PROFESSIONAL ENVIRONMENT (SANDWICH COURSE) Hourly volume : 73h00 Coefficients : 10.00 Credits : 10.00
S-E06-0257 ENGLISH Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-E06-0261 AMS BUSINESS PROJECT 1 Hourly volume : 40h00 Coefficients : 7.00 Credits : 7.00
S-U06-0255 UE FORMALISING AND DEVELOPING SOLUTIONS TO COMPLEX PROBLEMS Hourly volume : 63h00 Coefficients : 6.00 Credits : 6.00
S-E06-0262 LINEAR PROGRAMMING Hourly volume : 36h00 Coefficients : 3.00 Credits : 3.00
S-E06-0263 INTRODUCTION TO IA Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00
T-B12-0005 ENTREPRENEURSHIP COURSE S5 Hourly volume : Coefficients : Credits :
T-U12-0525 UNIT 6 MASTERING THE LAW ON SETTING UP A BUSINESS Hourly volume : 35h00 Coefficients : Credits : 3.00
T-U12-0526 UE 7 COMMUNICATING Hourly volume : 25h00 Coefficients : Credits : 2.00

Manager: Rosa Figueiredo Voir le courriel

Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
S-U06-0257 UE UNDERSTANDING PROFESSIONAL ORGANISATION AND KNOWING HOW TO PUT A PROJECT INTO PRACTICE (SANDWICH COURSE) Hourly volume : 106h00 Coefficients : 14.00 Credits : 14.00
S-E06-0264 BUSINESS INFORMATION SYSTEMS Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-E06-0265 ENGLISH Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-E06-0270 AMS BUSINESS PROJECT 2 Hourly volume : 40h00 Coefficients : 8.00 Credits : 8.00
S-U06-0258 UE ANALYSE INFORMATION AND MODEL A REAL PROBLEM Hourly volume : 90h00 Coefficients : 9.00 Credits : 9.00
S-E06-0271 ALGORITHMS AND OPTIMISATION Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00
S-E06-0272 DATA ANALYSIS Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0273 COMPUTER SECURITY Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-U06-0259 SPECIALISATION DISCOVERY UNIT (OPTION 1) Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0274 SOFTWARE DESIGN AND QUALITY Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0275 NETWORK MANAGEMENT AND MONITORING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0276 DATA SCIENCES Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-0260 SPECIALISATION DISCOVERY UNIT (OPTION 2) Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00
S-E06-0277 MOBILE APPLICATIONS AND ERGONOMICS Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00
S-E06-0278 NETWORK PROTOCOLS AND INTER-PROCESS COMMUNICATION Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00
S-E06-0279 IA: LOGIC PROGRAMMING Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00
T-B12-0006 ENTREPRENEURSHIP COURSE S6 Hourly volume : Coefficients : Credits :
T-U12-0508 UNIT 8 GETTING THE COMPANY OFF THE GROUND Hourly volume : 30h00 Coefficients : Credits : 2.00
T-U12-0509 UE 9 BUSINESS ENGLISH Hourly volume : 30h00 Coefficients : Credits : 2.00
T-U12-0530 UNIT 10 TUTORED BUSINESS CREATION PROJECT Hourly volume : 10h00 Coefficients : Credits : 5.00

Manager: Rosa Figueiredo Voir le courriel

Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
S-U06-0251 UE ADMINISTERING COMPUTER NETWORKS AND SYSTEMS Hourly volume : 60h00 Coefficients : 6.00 Credits : 6.00
S-E06-0251 OPERATING SYSTEM PROGRAMMING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0252 INTERNET AND NETWORK SERVICES Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-0252 UE DESIGN AND DEVELOP A COMPUTER APPLICATION Hourly volume : 75h00 Coefficients : 8.00 Credits : 8.00
S-E06-0253 UML OBJECT MODELLING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0254 WEB ARCHITECTURES Hourly volume : 18h00 Coefficients : 2.00 Credits : 2.00
S-E06-0255 AMS DESIGN AND DEVELOP A WEB APPLICATION Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00
S-U06-0253 INTERACTING IN A PROFESSIONAL ENVIRONMENT (CLASSIC) Hourly volume : 78h00 Coefficients : 8.00 Credits : 8.00
S-E06-0256 EXPRESSION Hourly volume : 21h00 Coefficients : 2.00 Credits : 2.00
S-E06-0257 ENGLISH Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-E06-0258 AMS PROJECT IL Hourly volume : 24h00 Coefficients : 3.00 Credits : 3.00
S-E06-0259 AMS ROBOT PROJECT Hourly volume : 24h00 Coefficients : 3.00 Credits : 3.00
S-E06-0260 AMS NETWORK PROJECT Hourly volume : 24h00 Coefficients : 3.00 Credits : 3.00
S-U06-0255 UE FORMALISING AND DEVELOPING SOLUTIONS TO COMPLEX PROBLEMS Hourly volume : 63h00 Coefficients : 6.00 Credits : 6.00
S-E06-0262 LINEAR PROGRAMMING Hourly volume : 36h00 Coefficients : 3.00 Credits : 3.00
S-E06-0263 INTRODUCTION TO IA Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00
T-B12-0005 ENTREPRENEURSHIP COURSE S5 Hourly volume : Coefficients : Credits :
T-U12-0525 UNIT 6 MASTERING THE LAW ON SETTING UP A BUSINESS Hourly volume : 35h00 Coefficients : Credits : 3.00
T-U12-0526 UE 7 COMMUNICATING Hourly volume : 25h00 Coefficients : Credits : 2.00
S-L06-0001 OPENING EU Hourly volume : Coefficients : Credits :
S-U06-9035 ELECTIVE 1 - SEMESTER 5 Hourly volume : Coefficients : Credits : 2.00
S-U06-9045 CHOICE OF OPENING COURSE 2 - SEMESTER 5 Hourly volume : Coefficients : Credits : 2.00

Manager: Rosa Figueiredo Voir le courriel

Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
S-U06-0256 UE UNDERSTANDING PROFESSIONAL ORGANISATION AND KNOWING HOW TO PUT A PROJECT INTO PRACTICE (CLASSIC) Hourly volume : 87h00 Coefficients : 9.00 Credits : 9.00
S-E06-0264 BUSINESS INFORMATION SYSTEMS Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-E06-0265 ENGLISH Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-E06-0266 AMS STAGE Hourly volume : Coefficients : 3.00 Credits : 3.00
S-E06-0267 AMS PROJECT IL Hourly volume : 21h00 Coefficients : 3.00 Credits : 3.00
S-E06-0268 AMS ROBOT PROJECT Hourly volume : 21h00 Coefficients : 3.00 Credits : 3.00
S-E06-0269 AMS NETWORK PROJECT Hourly volume : 21h00 Coefficients : 3.00 Credits : 3.00
S-U06-0258 UE ANALYSE INFORMATION AND MODEL A REAL PROBLEM Hourly volume : 90h00 Coefficients : 9.00 Credits : 9.00
S-E06-0271 ALGORITHMS AND OPTIMISATION Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00
S-E06-0272 DATA ANALYSIS Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0273 COMPUTER SECURITY Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-U06-0259 SPECIALISATION DISCOVERY UNIT (OPTION 1) Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0274 SOFTWARE DESIGN AND QUALITY Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0275 NETWORK MANAGEMENT AND MONITORING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0276 DATA SCIENCES Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-0260 SPECIALISATION DISCOVERY UNIT (OPTION 2) Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00
S-E06-0277 MOBILE APPLICATIONS AND ERGONOMICS Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00
S-E06-0278 NETWORK PROTOCOLS AND INTER-PROCESS COMMUNICATION Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00
S-E06-0279 IA: LOGIC PROGRAMMING Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00
S-U06-0110 EU INTERNSHIP Hourly volume : Coefficients : Credits : 3.00
T-B12-0006 ENTREPRENEURSHIP COURSE S6 Hourly volume : Coefficients : Credits :
T-U12-0508 UNIT 8 GETTING THE COMPANY OFF THE GROUND Hourly volume : 30h00 Coefficients : Credits : 2.00
T-U12-0509 UE 9 BUSINESS ENGLISH Hourly volume : 30h00 Coefficients : Credits : 2.00
T-U12-0530 UNIT 10 TUTORED BUSINESS CREATION PROJECT Hourly volume : 10h00 Coefficients : Credits : 5.00
S-L06-0002 OPENING EU Hourly volume : Coefficients : Credits :
S-U06-9036 ELECTIVE 1 - SEMESTER 6 Hourly volume : Coefficients : Credits : 2.00
S-U06-9046 CHOICE OF OPENING COURSE 2 - SEMESTER 6 Hourly volume : Coefficients : Credits : 2.00

Manager: Rosa Figueiredo Voir le courriel

Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
S-U06-0251 UE ADMINISTERING COMPUTER NETWORKS AND SYSTEMS Hourly volume : 60h00 Coefficients : 6.00 Credits : 6.00
S-E06-0251 OPERATING SYSTEM PROGRAMMING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0252 INTERNET AND NETWORK SERVICES Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-0252 UE DESIGN AND DEVELOP A COMPUTER APPLICATION Hourly volume : 75h00 Coefficients : 8.00 Credits : 8.00
S-E06-0253 UML OBJECT MODELLING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0254 WEB ARCHITECTURES Hourly volume : 18h00 Coefficients : 2.00 Credits : 2.00
S-E06-0255 AMS DESIGN AND DEVELOP A WEB APPLICATION Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00
S-U06-0254 INTERACTING IN A PROFESSIONAL ENVIRONMENT (SANDWICH COURSE) Hourly volume : 73h00 Coefficients : 10.00 Credits : 10.00
S-E06-0257 ENGLISH Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-E06-0261 AMS BUSINESS PROJECT 1 Hourly volume : 40h00 Coefficients : 7.00 Credits : 7.00
S-U06-0255 UE FORMALISING AND DEVELOPING SOLUTIONS TO COMPLEX PROBLEMS Hourly volume : 63h00 Coefficients : 6.00 Credits : 6.00
S-E06-0262 LINEAR PROGRAMMING Hourly volume : 36h00 Coefficients : 3.00 Credits : 3.00
S-E06-0263 INTRODUCTION TO IA Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00

Manager: Rosa Figueiredo Voir le courriel

Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
S-U06-0257 UE UNDERSTANDING PROFESSIONAL ORGANISATION AND KNOWING HOW TO PUT A PROJECT INTO PRACTICE (SANDWICH COURSE) Hourly volume : 106h00 Coefficients : 14.00 Credits : 14.00
S-E06-0264 BUSINESS INFORMATION SYSTEMS Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-E06-0265 ENGLISH Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-E06-0270 AMS BUSINESS PROJECT 2 Hourly volume : 40h00 Coefficients : 8.00 Credits : 8.00
S-U06-0258 UE ANALYSE INFORMATION AND MODEL A REAL PROBLEM Hourly volume : 90h00 Coefficients : 9.00 Credits : 9.00
S-E06-0271 ALGORITHMS AND OPTIMISATION Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00
S-E06-0272 DATA ANALYSIS Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0273 COMPUTER SECURITY Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-U06-0259 SPECIALISATION DISCOVERY UNIT (OPTION 1) Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0274 SOFTWARE DESIGN AND QUALITY Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0275 NETWORK MANAGEMENT AND MONITORING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0276 DATA SCIENCES Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-0260 SPECIALISATION DISCOVERY UNIT (OPTION 2) Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00
S-E06-0277 MOBILE APPLICATIONS AND ERGONOMICS Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00
S-E06-0278 NETWORK PROTOCOLS AND INTER-PROCESS COMMUNICATION Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00
S-E06-0279 IA: LOGIC PROGRAMMING Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00

Manager: Rosa Figueiredo Voir le courriel

Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
S-U06-0251 UE ADMINISTERING COMPUTER NETWORKS AND SYSTEMS Hourly volume : 60h00 Coefficients : 6.00 Credits : 6.00
S-E06-0251 OPERATING SYSTEM PROGRAMMING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0252 INTERNET AND NETWORK SERVICES Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-0252 UE DESIGN AND DEVELOP A COMPUTER APPLICATION Hourly volume : 75h00 Coefficients : 8.00 Credits : 8.00
S-E06-0253 UML OBJECT MODELLING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0254 WEB ARCHITECTURES Hourly volume : 18h00 Coefficients : 2.00 Credits : 2.00
S-E06-0255 AMS DESIGN AND DEVELOP A WEB APPLICATION Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00
S-U06-0253 INTERACTING IN A PROFESSIONAL ENVIRONMENT (CLASSIC) Hourly volume : 78h00 Coefficients : 8.00 Credits : 8.00
S-E06-0256 EXPRESSION Hourly volume : 21h00 Coefficients : 2.00 Credits : 2.00
S-E06-0257 ENGLISH Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-E06-0258 AMS PROJECT IL Hourly volume : 24h00 Coefficients : 3.00 Credits : 3.00
S-E06-0259 AMS ROBOT PROJECT Hourly volume : 24h00 Coefficients : 3.00 Credits : 3.00
S-E06-0260 AMS NETWORK PROJECT Hourly volume : 24h00 Coefficients : 3.00 Credits : 3.00
S-U06-0255 UE FORMALISING AND DEVELOPING SOLUTIONS TO COMPLEX PROBLEMS Hourly volume : 63h00 Coefficients : 6.00 Credits : 6.00
S-E06-0262 LINEAR PROGRAMMING Hourly volume : 36h00 Coefficients : 3.00 Credits : 3.00
S-E06-0263 INTRODUCTION TO IA Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00
S-L06-0001 OPENING EU Hourly volume : Coefficients : Credits :
S-U06-9035 ELECTIVE 1 - SEMESTER 5 Hourly volume : Coefficients : Credits : 2.00
S-U06-9045 CHOICE OF OPENING COURSE 2 - SEMESTER 5 Hourly volume : Coefficients : Credits : 2.00

Manager: Rosa Figueiredo Voir le courriel

Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
S-U06-0256 UE UNDERSTANDING PROFESSIONAL ORGANISATION AND KNOWING HOW TO PUT A PROJECT INTO PRACTICE (CLASSIC) Hourly volume : 87h00 Coefficients : 9.00 Credits : 9.00
S-E06-0264 BUSINESS INFORMATION SYSTEMS Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-E06-0265 ENGLISH Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-E06-0267 AMS PROJECT IL Hourly volume : 21h00 Coefficients : 3.00 Credits : 3.00
S-E06-0268 AMS ROBOT PROJECT Hourly volume : 21h00 Coefficients : 3.00 Credits : 3.00
S-E06-0269 AMS NETWORK PROJECT Hourly volume : 21h00 Coefficients : 3.00 Credits : 3.00
S-U06-0258 UE ANALYSE INFORMATION AND MODEL A REAL PROBLEM Hourly volume : 90h00 Coefficients : 9.00 Credits : 9.00
S-E06-0271 ALGORITHMS AND OPTIMISATION Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00
S-E06-0272 DATA ANALYSIS Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0273 COMPUTER SECURITY Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-U06-0259 SPECIALISATION DISCOVERY UNIT (OPTION 1) Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0274 SOFTWARE DESIGN AND QUALITY Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0275 NETWORK MANAGEMENT AND MONITORING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-0276 DATA SCIENCES Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-0260 SPECIALISATION DISCOVERY UNIT (OPTION 2) Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00
S-E06-0277 MOBILE APPLICATIONS AND ERGONOMICS Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00
S-E06-0278 NETWORK PROTOCOLS AND INTER-PROCESS COMMUNICATION Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00
S-E06-0279 IA: LOGIC PROGRAMMING Hourly volume : 36h00 Coefficients : 4.00 Credits : 4.00
S-U06-0110 EU INTERNSHIP Hourly volume : Coefficients : Credits : 3.00
S-L06-0002 OPENING EU Hourly volume : Coefficients : Credits :
S-U06-9036 ELECTIVE 1 - SEMESTER 6 Hourly volume : Coefficients : Credits : 2.00
S-U06-9046 CHOICE OF OPENING COURSE 2 - SEMESTER 6 Hourly volume : Coefficients : Credits : 2.00

M2 CLOUD INFRASTRUCTURES & DISTRIBUTED SYSTEMS (SYRIUS)

Manager: Francesco De Pellegrini Voir le courriel

Manager: Abderrahim Benslimane Voir le courriel

Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
S-F06-0600 UE SEMESTER 1 COMMON CLASSIC AND SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-0615 TECHNICAL ARCHITECTURES UNIT Hourly volume : 78h00 Coefficients : 6.00 Credits : 6.00
S-E06-0646 UCE 1 CLOUD ARCHITECTURES AND VIRTUALISATION Hourly volume : 39h00 Coefficients : 3.00 Credits : 3.00
S-E06-0647 UCE 2 WEB ARCHITECTURES Hourly volume : 39h00 Coefficients : 3.00 Credits : 3.00
S-F06-0601 UE SEMESTER 1 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-0601 EU PROJECT 1 Hourly volume : 40h30 Coefficients : 5.00 Credits : 5.00
S-E06-0601 UCE 1 PROJECT Hourly volume : 30h00 Coefficients : 3.50 Credits : 3.00
S-E06-0602 UCE 2 PROFESSIONAL INTEGRATION Hourly volume : 10h30 Coefficients : 1.50 Credits : 2.00
S-U06-0602 UE MANAGEMENT OF INFORMATION SYSTEMS Hourly volume : 118h30 Coefficients : 10.00 Credits : 10.00
S-E06-0603 UCE 1 ENGLISH (BUSINESS-ORIENTED) Hourly volume : 34h30 Coefficients : 3.00 Credits : 3.00
S-E06-0604 UCE 2 PROCESS-BASED MANAGEMENT AND GOVERNANCE Hourly volume : 36h00 Coefficients : 3.00 Credits : 3.00
S-E06-0605 UCE 3 PROJECT MANAGEMENT Hourly volume : 21h00 Coefficients : 1.50 Credits : 1.00
S-E06-0606 UCE 4 APPLICATION OF MSI Hourly volume : 27h00 Coefficients : 2.50 Credits : 3.00
S-U06-0631 INTERNET SECURITY UNIT Hourly volume : 111h00 Coefficients : 9.00 Credits : 9.00
S-E06-0641 UCE 1 ADVANCED CRYPTOGRAPHY Hourly volume : 27h00 Coefficients : 2.50 Credits : 2.00
S-E06-0642 UCE 2 NETWORK SECURITY Hourly volume : 39h00 Coefficients : 3.00 Credits : 2.00
S-E06-0643 UCE 3 SECURITY OF CRYPTOGRAPHIC IMPLEMENTATIONS Hourly volume : 21h00 Coefficients : 1.50 Credits : 2.00
S-E06-0644 UCE 4 INTERNET SECURITY APPLICATION Hourly volume : 24h00 Coefficients : 2.00 Credits : 3.00
S-F06-0602 UE SEMESTER 1 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-0611 BUSINESS PROJECT UNIT 1 Hourly volume : 50h00 Coefficients : 9.00 Credits : 9.00
S-U06-0612 UE MANAGEMENT OF INFORMATION SYSTEMS Hourly volume : 106h30 Coefficients : 9.00 Credits : 9.00
S-E06-0620 UCE 4 APPLICATION OF MSI Hourly volume : 15h00 Coefficients : 1.50 Credits : 2.00
S-U06-0632 INTERNET SECURITY UNIT Hourly volume : 87h00 Coefficients : 7.00 Credits : 6.00
S-F06-0611 SEMESTER EQUIVALENCE UNIT S1 Hourly volume : Coefficients : Credits :
S-U06-0610 SEMESTER EQUIVALENCE UNIT S1 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-F06-0603 UE SEMESTER 2 COMMON CLASSIC AND ALTERNANCE Hourly volume : Coefficients : Credits :
S-L06-9901 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits :
S-U06-0607 EU INNOVATION Hourly volume : 61h30 Coefficients : 5.00 Credits : 5.00
S-U06-9991 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits : 2.00
S-E06-0611 UCE 1 TECHNOLOGY WATCH Hourly volume : 27h00 Coefficients : 2.00 Credits : 2.00
S-E06-0612 UCE 2 ENGLISH (TECHNICALLY ORIENTED) Hourly volume : 34h30 Coefficients : 3.00 Credits : 3.00
S-U06-0641 ON-BOARD SYSTEMS UNIT Hourly volume : 51h00 Coefficients : 4.00 Credits : 4.00
S-E06-0651 UCE 1 CODESIGN AND SYSTEMS ARCHITECTURE AROUND FPGA Hourly volume : 27h00 Coefficients : 2.00 Credits : 2.00
S-E06-0652 UCE 2 EMBEDDED OPERATING SYSTEM Hourly volume : 24h00 Coefficients : 2.00 Credits : 2.00
S-U06-0642 MOBILE NETWORKS UNIT Hourly volume : 78h00 Coefficients : 6.00 Credits : 6.00
S-E06-0653 UCE 1 WIRELESS NETWORKS Hourly volume : 30h00 Coefficients : 2.00 Credits : 2.00
S-E06-0654 UCE 2 NETWORK ARCHITECTURE Hourly volume : 30h00 Coefficients : 2.00 Credits : 2.00
S-E06-0655 UCE 3 WIRELESS TRANSMISSION TECHNIQUES Hourly volume : 18h00 Coefficients : 2.00 Credits : 2.00
S-U06-0643 ADVANCED INFRASTRUCTURE UNIT Hourly volume : 78h00 Coefficients : 6.00 Credits : 6.00
S-E06-0656 UCE 1 FIXED NETWORKS AND DATA CENTRE Hourly volume : 45h00 Coefficients : 4.00 Credits : 4.00
S-E06-0657 UCE 2 QUALITY OF SERVICE AND DIMENSIONING Hourly volume : 33h00 Coefficients : 2.00 Credits : 2.00
S-F06-0604 UE SEMESTER 2 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-0606 EU PROJECT 2 Hourly volume : 80h00 Coefficients : 9.00 Credits : 9.00
S-F06-0605 UE SEMESTER 2 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-0614 BUSINESS PROJECT UNIT 2 Hourly volume : 50h00 Coefficients : 9.00 Credits : 9.00
S-F06-0612 SEMESTER EQUIVALENCE UNIT S2 Hourly volume : Coefficients : Credits :
S-U06-0644 SEMESTER EQUIVALENCE UNIT S2 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-F06-0606 UE SEMESTER 3 CLASSIC AND SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-0621 UE PROFESSIONNALISATION Hourly volume : 94h00 Coefficients : 8.00 Credits : 8.00
S-E06-0621 UCE 1 ENGLISH (CAREER-ORIENTED) Hourly volume : 34h30 Coefficients : 3.00 Credits : 3.00
S-L06-9902 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits :
S-E06-0660 UCE 2 PROFESSIONAL INTEGRATION Hourly volume : 34h00 Coefficients : 3.00 Credits : 3.00
S-U06-9992 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits : 2.00
S-E06-0623 UCE 3 INFORMATION SYSTEMS SECURITY Hourly volume : 25h30 Coefficients : 2.00 Credits : 2.00
S-U06-0652 OPTIONAL UNIT: EMBEDDED SYSTEMS FOR CONNECTED OBJECTS Hourly volume : 78h00 Coefficients : 6.00 Credits : 6.00
S-E06-0665 UCE 1 CODESIGN AND ARCHITECTURE OF SOC-BASED SYSTEMS Hourly volume : 28h30 Coefficients : 2.00 Credits : 2.00
S-E06-0666 UCE 2 COMMUNICATION ARCHITECTURES AND PROTOCOLS Hourly volume : 27h00 Coefficients : 2.00 Credits : 2.00
S-E06-0667 UCE 3 CONNECTED OBJECTS APPLICATION Hourly volume : 22h30 Coefficients : 2.00 Credits : 2.00
S-U06-0653 OPTIONAL UNIT: MULTIMEDIA IN NETWORKS Hourly volume : 78h00 Coefficients : 6.00 Credits : 6.00
S-E06-0668 UCE 1 MULTIMEDIA SERVICES AND SYNCHRONISATION Hourly volume : 30h00 Coefficients : 2.00 Credits : 2.00
S-E06-0669 UCE 2 VOICES OVER IP AND VIDEO STREAMING Hourly volume : 30h00 Coefficients : 2.00 Credits : 2.00
S-E06-0670 UCE 3 MULTIMEDIA APPLICATIONS IN NETWORKS Hourly volume : 18h00 Coefficients : 2.00 Credits : 2.00
S-U06-0633 INNOVATIONS AND RESEARCH FOR THE DIGITAL SOCIETY UNIT Hourly volume : 81h00 Coefficients : 7.00 Credits : 7.00
S-E06-0633 UCE 1 TOOLS FOR MACHINE LEARNING Hourly volume : 25h30 Coefficients : 2.00 Credits : 2.00
S-E06-0639 UCE 2 INNOVATION APPLICATION Hourly volume : 55h30 Coefficients : 5.00 Credits : 5.00
S-F06-0607 UE SEMESTER 3 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-0651 ADVANCED SECURITY UNIT: HARDWARE, SOFTWARE AND SERVICES Hourly volume : 111h00 Coefficients : 9.00 Credits : 9.00
S-E06-0661 UCE 1 CYBERCRIME AND HACKING RISKS Hourly volume : 30h00 Coefficients : 2.00 Credits : 2.00
S-E06-0662 UCE 2 WEB SERVICES SECURITY Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00
S-E06-0663 UCE 3 SECURITY OF SMART CARDS AND CONNECTED OBJECTS Hourly volume : 30h00 Coefficients : 2.00 Credits : 2.00
S-E06-0664 UCE 4 ADVANCED SECURITY APPLICATION Hourly volume : 24h00 Coefficients : 2.00 Credits : 2.00
S-F06-0608 UE SEMESTER 3 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-0626 BUSINESS PROJECT UNIT 3 Hourly volume : 50h00 Coefficients : 9.00 Credits : 9.00
S-F06-0613 SEMESTER EQUIVALENCE UNIT S3 Hourly volume : Coefficients : Credits :
S-U06-0655 SEMESTER EQUIVALENCE UNIT S3 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-F06-0609 UE SEMESTER 4 CLASSICAL Hourly volume : Coefficients : Credits :
S-U06-0627 EU INTERNSHIP Hourly volume : Coefficients : 30.00 Credits : 30.00
S-F06-0610 UE SEMESTER 4 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-0628 BUSINESS PROJECT UNIT 4 Hourly volume : 50h00 Coefficients : 21.00 Credits : 21.00
S-U06-0661 ADVANCED SECURITY UNIT: HARDWARE, SOFTWARE AND SERVICES Hourly volume : 111h00 Coefficients : 9.00 Credits : 9.00
S-L06-9903 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits :
S-E06-0671 UCE 1 CYBERCRIME AND HACKING RISKS Hourly volume : 30h00 Coefficients : 2.00 Credits : 2.00
S-U06-9993 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits : 2.00
S-E06-0672 UCE 2 WEB SERVICES SECURITY Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00
S-E06-0673 UCE 3 SECURITY OF SMART CARDS AND CONNECTED OBJECTS Hourly volume : 30h00 Coefficients : 2.00 Credits : 2.00
S-E06-0674 UCE 4 ADVANCED SECURITY APPLICATION Hourly volume : 24h00 Coefficients : 2.00 Credits : 2.00
S-F06-0614 SEMESTER EQUIVALENCE UNIT S4 Hourly volume : Coefficients : Credits :
S-U06-0662 SEMESTER EQUIVALENCE UNIT S4 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-L06-9904 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits :
S-U06-9994 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits : 2.00

Manager: Francesco De Pellegrini Voir le courriel

Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
S-F06-0600 UE SEMESTER 1 COMMON CLASSIC AND SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3001 UE INFORMATION SYSTEMS MANAGEMENT: ACQUIRING ADVANCED PRACTICES TO STEER DIGITAL SERVICES Hourly volume : 76h30 Coefficients : 6.00 Credits : 6.00
S-E06-3001 UCE ENGLISH (BUSINESS-ORIENTED) Hourly volume : 34h30 Coefficients : 3.00 Credits : 3.00
S-E06-3002 UCE PROCESS-BASED MANAGEMENT AND GOVERNANCE Hourly volume : 42h00 Coefficients : 3.00 Credits : 3.00
S-U06-3042 UE CLOUD AND VIRTUALISATION: MANAGING CLOUD SOLUTIONS, MANAGING RESOURCES AND IMPLEMENTING SECURITY Hourly volume : 117h00 Coefficients : 11.00 Credits : 11.00
S-E06-3071 UCE CLOUD ARCHITECTURE  Hourly volume : 39h00 Coefficients : 4.00 Credits : 4.00
S-E06-3072 UCE OPERATING SYSTEMS AND HYPERVISORS Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-E06-3073 UCE NETWORK AND APPLICATION INFRASTRUCTURE SECURITY Hourly volume : 45h00 Coefficients : 4.00 Credits : 4.00
S-F06-0601 UE SEMESTER 1 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-3041 INNOVATION PROJECT UNIT 1: ANALYSING AND MANAGING AN INNOVATIVE PROJECT Hourly volume : 47h30 Coefficients : 6.00 Credits : 6.00
S-E06-3077 AMS PROJECT 1 Hourly volume : 20h30 Coefficients : 3.00 Credits : 3.00
S-E06-3004 UCE PROJECT MANAGEMENT Hourly volume : 21h00 Coefficients : 2.00 Credits : 2.00
S-E06-3005 UCE COMMUNICATION Hourly volume : 06h00 Coefficients : 1.00 Credits : 1.00
S-U06-3043 UE METHODOLOGY FOR THE CLOUD (CLASSIC): MASTERING AUTOMATIC LEARNING FOR RESOURCE MANAGEMENT Hourly volume : 73h00 Coefficients : 7.00 Credits : 7.00
S-E06-3074 UCE OPTIMISATION FOR CONNECTED SYSTEMS Hourly volume : 40h00 Coefficients : 4.00 Credits : 4.00
S-E06-3075 UCE INTRODUCTION TO MACHINE LEARNING Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-F06-0602 UE SEMESTER 1 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3044 UE METHODOLOGY FOR THE CLOUD (ALTERNATE): MASTERING THE FUNDAMENTALS OF AUTOMATIC LEARNING AND Hourly volume : 40h00 Coefficients : 4.00 Credits : 4.00
S-U06-3006 BUSINESS PROJECT UNIT 1 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-E06-3012 AMS BUSINESS PROJECT 1 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-F06-0611 SEMESTER EQUIVALENCE UNIT S1 Hourly volume : Coefficients : Credits :
S-U06-0610 SEMESTER EQUIVALENCE UNIT S1 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-F06-0603 UE SEMESTER 2 COMMON CLASSIC AND ALTERNANCE Hourly volume : Coefficients : Credits :
S-U06-3011 UE INNOVATION AND LEGAL FRAMEWORK: USING A SCIENTIFIC APPROACH TO TACKLE AN INNOVATIVE PROBLEM Hourly volume : 76h30 Coefficients : 6.00 Credits : 6.00
S-E06-3021 UCE ENGLISH (TECHNICALLY ORIENTED) Hourly volume : 34h30 Coefficients : 3.00 Credits : 3.00
S-E06-3022 UCE DATA RIGHTS AND SOFTWARE LICENCES Hourly volume : 15h00 Coefficients : 1.00 Credits : 1.00
S-E06-3023 UCE TECHNOLOGY WATCH Hourly volume : 27h00 Coefficients : 2.00 Credits : 2.00
S-U06-3051 UE WIRELESS NETWORKS: UNDERSTANDING AND IMPLEMENTING WIRELESS COMMUNICATION PROTOCOLS Hourly volume : 54h00 Coefficients : 5.00 Credits : 5.00
S-E06-3081 UCE MOBILE NETWORKS Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-3082 UCE ACCESS NETWORKS Hourly volume : 24h00 Coefficients : 2.00 Credits : 2.00
S-U06-3052 EU CLOUD AND ADVANCED VIRTUALISATION: UNDERSTANDING DATA CENTRE ARCHITECTURE Hourly volume : 74h00 Coefficients : 7.00 Credits : 7.00
S-E06-3083 UCE SECURITY AND CONFIDENTIALITY MANAGEMENT IN THE CLOUD Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-3084 UCE DESIGN AND OPERATION OF DATA CENTRES Hourly volume : 44h00 Coefficients : 4.00 Credits : 4.00
S-F06-0604 UE SEMESTER 2 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-3056 UE INNOVATION PROJECT 2: DESIGNING A DEMONSTRATION PROTOTYPE TO ASSESS THE POTENTIAL OF AN INNOVATION Hourly volume : 39h00 Coefficients : 6.00 Credits : 6.00
S-E06-3088 AMS PROJECT 2 Hourly volume : 39h00 Coefficients : 6.00 Credits : 6.00
S-U06-3053 UE ADVANCED METHODOLOGY FOR THE CLOUD (CLASSIC): IMPLEMENTING DISTRIBUTED LEARNING SYSTEMS Hourly volume : 60h00 Coefficients : 6.00 Credits : 6.00
S-E06-3085 UCE DISTRIBUTED AND FEDERATED LEARNING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-3086 UCE PERFORMANCE EVALUATION AND QUALITY OF SERVICE Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-F06-0605 UE SEMESTER 2 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3054 UE ADVANCED METHODOLOGY FOR THE CLOUD (SANDWICH COURSE): IMPLEMENTING DISTRIBUTED LEARNING SYSTEMS Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-3016 BUSINESS PROJECT UNIT 2 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-E06-3032 AMS BUSINESS PROJECT 2 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-F06-0612 SEMESTER EQUIVALENCE UNIT S2 Hourly volume : Coefficients : Credits :
S-U06-0644 SEMESTER EQUIVALENCE UNIT S2 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-F06-0606 UE SEMESTER 3 CLASSIC AND SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3021 EU PROFESSIONALISATION: MASTERING THE BUSINESS LEXICON AND ENHANCING THE VALUE OF YOUR TRAINING Hourly volume : 71h00 Coefficients : 6.00 Credits : 6.00
S-E06-3041 UCE ENGLISH (PROFESSIONALLY ORIENTED) Hourly volume : 39h00 Coefficients : 3.00 Credits : 3.00
S-E06-3042 AMS PROFESSIONAL INTEGRATION Hourly volume : 32h00 Coefficients : 3.00 Credits : 3.00
S-U06-3063 IOT AND CLOUD UNIT: PROPOSING AN ARCHITECTURE FOR COLLECTING AND ANALYSING DATA FROM THE CLOUD Hourly volume : 72h00 Coefficients : 6.00 Credits : 6.00
S-E06-3094 UCE IOT SYSTEMS AND CONNECTED OBJECTS Hourly volume : 42h00 Coefficients : 3.00 Credits : 3.00
S-E06-3095 AMS IOT APPLICATION AND EDGE COMPUTING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-F06-0607 UE SEMESTER 3 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-3061 UE REVOLVING AND RESILIENT SYSTEMS (CLASSIC): MASTERING THE CHALLENGES OF BIG-DATA AND ROBUST SYSTEMS Hourly volume : 108h00 Coefficients : 9.00 Credits : 9.00
S-E06-3091 UCE DECISION SUPPORT Hourly volume : 27h00 Coefficients : 2.00 Credits : 2.00
S-E06-3044 UCE MASSIVE DATA Hourly volume : 21h00 Coefficients : 1.00 Credits : 1.00
S-E06-3092 UCE DESIGN OF ROBUST AND RESILIENT SYSTEMS  Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-3093 AMS APPLICATION OF INNOVATIONS AND RESEARCH Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-3064 EU CLOUD SERVICES (CLASSIC): UNDERSTANDING CONTENT MANAGEMENT IN CLOUD SYSTEMS Hourly volume : 90h00 Coefficients : 9.00 Credits : 9.00
S-E06-3096 UCE MULTIMEDIA SERVICES IN THE CLOUD Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-3097 UCE CONTENT DELIVERY NETWORKS Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-3098 UCE CYBERSECURITY Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-F06-0608 UE SEMESTER 3 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3062 UE APPLICATION OF INNOVATIONS AND EDGE COMPUTING (SANDWICH COURSE): KNOWING HOW TO IMPLEMENT ROBUST SYSTEMS Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-3065 UE CLOUD SERVICES (SANDWICH COURSE): UNDERSTANDING CONTENT MANAGEMENT IN CLOUD SYSTEMS Hourly volume : 60h00 Coefficients : 6.00 Credits : 6.00
S-U06-3066 BUSINESS PROJECT UNIT 3 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-E06-3099 AMS BUSINESS PROJECT 3 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-F06-0613 SEMESTER EQUIVALENCE UNIT S3 Hourly volume : Coefficients : Credits :
S-U06-0655 SEMESTER EQUIVALENCE UNIT S3 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-F06-0609 UE SEMESTER 4 CLASSICAL Hourly volume : Coefficients : Credits :
S-U06-3071 EU INTERNSHIP Hourly volume : Coefficients : 30.00 Credits : 30.00
S-E06-3101 AMS STAGE Hourly volume : Coefficients : 30.00 Credits : 30.00
S-F06-0610 UE SEMESTER 4 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3072 UE EVOLUING AND RESILIENT SYSTEMS (ALTERNATE): MASTERING THE CHALLENGES OF BIG-DATA AND ROBUST SYSTEMS Hourly volume : 108h00 Coefficients : 9.00 Credits : 9.00
S-E06-3102 UCE DECISION SUPPORT Hourly volume : 27h00 Coefficients : 2.00 Credits : 2.00
S-E06-3063 UCE MASSIVE DATA Hourly volume : 21h00 Coefficients : 1.00 Credits : 1.00
S-E06-3103 UCE DESIGN OF ROBUST AND RESILIENT SYSTEMS  Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-3104 UCE MULTIMEDIA SERVICES IN THE CLOUD Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-3073 BUSINESS PROJECT UNIT 4 Hourly volume : 40h00 Coefficients : 21.00 Credits : 21.00
S-E06-3105 AMS BUSINESS PROJECT 4 Hourly volume : 40h00 Coefficients : 21.00 Credits : 21.00
S-F06-0614 SEMESTER EQUIVALENCE UNIT S4 Hourly volume : Coefficients : Credits :
S-U06-0662 SEMESTER EQUIVALENCE UNIT S4 Hourly volume : Coefficients : 30.00 Credits : 30.00

M2 SOFTWARE ENGINEERING FOR THE DIGITAL SOCIETY (ILSEN)

Manager: Mickael Rouvier Voir le courriel

Manager: Mickael Rouvier Voir le courriel

Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
S-F06-0600 UE SEMESTER 1 COMMON CLASSIC AND SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3001 UE INFORMATION SYSTEMS MANAGEMENT: ACQUIRING ADVANCED PRACTICES TO STEER DIGITAL SERVICES Hourly volume : 76h30 Coefficients : 6.00 Credits : 6.00
S-E06-3001 UCE ENGLISH (BUSINESS-ORIENTED) Hourly volume : 34h30 Coefficients : 3.00 Credits : 3.00
S-E06-3002 UCE PROCESS-BASED MANAGEMENT AND GOVERNANCE Hourly volume : 42h00 Coefficients : 3.00 Credits : 3.00
S-F06-0601 UE SEMESTER 1 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-3003 UE AUTOMATIC LEARNING: MASTERING THE BASIC PRINCIPLES OF AUTOMATIC LEARNING Hourly volume : 54h00 Coefficients : 6.00 Credits : 6.00
S-E06-3006 UCE INTRODUCTION TO MACHINE LEARNING Hourly volume : 25h30 Coefficients : 3.00 Credits : 3.00
S-E06-3007 UCE LOW-CODE AND NO-CODE Hourly volume : 28h30 Coefficients : 3.00 Credits : 3.00
S-U06-3002 INNOVATION PROJECT UNIT 1: ANALYSING AND MANAGING AN INNOVATIVE PROJECT Hourly volume : 48h00 Coefficients : 6.00 Credits : 6.00
S-E06-3003 AMS PROJECT 1 Hourly volume : 21h00 Coefficients : 3.00 Credits : 3.00
S-E06-3004 UCE PROJECT MANAGEMENT Hourly volume : 21h00 Coefficients : 2.00 Credits : 2.00
S-E06-3005 UCE COMMUNICATION Hourly volume : 06h00 Coefficients : 1.00 Credits : 1.00
S-U06-3004 ADVANCED SOFTWARE ENGINEERING (CLASSIC): DESIGNING AND ORGANISING COMPLEX SOFTWARE SOLUTIONS Hourly volume : 124h00 Coefficients : 12.00 Credits : 12.00
S-E06-3008 UCE TESTING TECHNIQUES Hourly volume : 28h30 Coefficients : 3.00 Credits : 3.00
S-E06-3009 UCE SOFTWARE DEVELOPMENT PROCESS Hourly volume : 28h30 Coefficients : 3.00 Credits : 3.00
S-E06-3010 UCE PRINCIPLES AND TOOLS FOR DEVOPS Hourly volume : 37h00 Coefficients : 3.00 Credits : 3.00
S-E06-3011 AMS APPLICATION GLA Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-F06-0602 UE SEMESTER 1 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3005 UE ADVANCED SOFTWARE ENGINEERING (SANDWICH COURSE): DESIGNING AND ORGANISING COMPLEX SOFTWARE SOLUTIONS Hourly volume : 94h00 Coefficients : 9.00 Credits : 9.00
S-U06-3006 BUSINESS PROJECT UNIT 1 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-E06-3012 AMS BUSINESS PROJECT 1 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-F06-0611 SEMESTER EQUIVALENCE UNIT S1 Hourly volume : Coefficients : Credits :
S-U06-3011 UE INNOVATION AND LEGAL FRAMEWORK: USING A SCIENTIFIC APPROACH TO TACKLE AN INNOVATIVE PROBLEM Hourly volume : 76h30 Coefficients : 6.00 Credits : 6.00
S-U06-0610 SEMESTER EQUIVALENCE UNIT S1 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-E06-3021 UCE ENGLISH (TECHNICALLY ORIENTED) Hourly volume : 34h30 Coefficients : 3.00 Credits : 3.00
S-F06-0603 UE SEMESTER 2 COMMON CLASSIC AND ALTERNANCE Hourly volume : Coefficients : Credits :
S-E06-3022 UCE DATA RIGHTS AND SOFTWARE LICENCES Hourly volume : 15h00 Coefficients : 1.00 Credits : 1.00
S-L06-9901 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits :
S-E06-3023 UCE TECHNOLOGY WATCH Hourly volume : 27h00 Coefficients : 2.00 Credits : 2.00
A-U01-9991 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits :
S-U06-3015 UE WEB ENGINEERING: DEVELOPING COMPLEX WEB APPLICATIONS IN A DISTRIBUTED SERVICE ENVIRONMENT Hourly volume : 67h30 Coefficients : 6.00 Credits : 6.00
S-E06-3029 UCE WEB ARCHITECTURE Hourly volume : 19h30 Coefficients : 2.00 Credits : 2.00
S-E06-3030 UCE WEB SERVICE AND API Hourly volume : 25h30 Coefficients : 2.00 Credits : 2.00
S-E06-3031 AMS WEB APPLICATION Hourly volume : 22h30 Coefficients : 2.00 Credits : 2.00
S-U06-3012 UE INNOVATION PROJECT 2: DESIGNING A DEMONSTRATION PROTOTYPE TO ASSESS THE POTENTIAL OF AN INNOVATION Hourly volume : 39h00 Coefficients : 6.00 Credits : 6.00
S-E06-3024 AMS PROJECT 2 Hourly volume : 39h00 Coefficients : 6.00 Credits : 6.00
S-U06-3013 ADVANCED ALGORITHMIC PROGRAMMING UNIT (CLASSIC) : ANALYSING AND MODELLING SOFTWARE Hourly volume : 126h00 Coefficients : 12.00 Credits : 12.00
S-E06-3025 UCE ADVANCED DESIGN PATTERN Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00
S-E06-3026 UCE PARALLEL PROGRAMMING Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-E06-3027 UCE ALGORITHMS AND ADVANCED MODELLING Hourly volume : 36h00 Coefficients : 3.00 Credits : 3.00
S-F06-0604 UE SEMESTER 2 CLASSIC Hourly volume : Coefficients : Credits :
S-E06-3028 AMS APPLICATION PAA Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-F06-0605 UE SEMESTER 2 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3014 ADVANCED ALGORITHMIC PROGRAMMING UNIT (SANDWICH COURSE): SOFTWARE ANALYSIS AND MODELLING Hourly volume : 96h00 Coefficients : 9.00 Credits : 9.00
S-F06-0612 SEMESTER EQUIVALENCE UNIT S2 Hourly volume : Coefficients : Credits :
S-U06-0644 SEMESTER EQUIVALENCE UNIT S2 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-F06-0606 UE SEMESTER 3 CLASSIC AND SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3016 BUSINESS PROJECT UNIT 2 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-E06-3032 AMS BUSINESS PROJECT 2 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-L06-9902 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits :
S-U06-9992 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits : 2.00
S-U06-3021 EU PROFESSIONALISATION: MASTERING THE BUSINESS LEXICON AND ENHANCING THE VALUE OF YOUR TRAINING Hourly volume : 71h00 Coefficients : 6.00 Credits : 6.00
S-E06-3041 UCE ENGLISH (PROFESSIONALLY ORIENTED) Hourly volume : 39h00 Coefficients : 3.00 Credits : 3.00
S-E06-3042 AMS PROFESSIONAL INTEGRATION Hourly volume : 32h00 Coefficients : 3.00 Credits : 3.00
S-U06-3023 UE DIGITAL DOCUMENT ENGINEERING: MANIPULATING, INDEXING AND STRUCTURING DIFFERENT TYPES OF DIGITAL DOCUMENTS Hourly volume : 78h00 Coefficients : 9.00 Credits : 9.00
S-E06-3047 UCE REPRESENTATION, STRUCTURING AND MANIPULATION OF DIGITAL DOCUMENTS Hourly volume : 36h00 Coefficients : 3.00 Credits : 3.00
S-E06-3048 UCE INDEXING AND INFORMATION RETRIEVAL Hourly volume : 21h00 Coefficients : 3.00 Credits : 3.00
S-E06-3049 UCE DIGITAL DOCUMENT PROCESSING Hourly volume : 21h00 Coefficients : 3.00 Credits : 3.00
S-U06-3024 UE SERVER SECURITY AND ARCHITECTURE: DEVELOPING AND SECURING THE VARIOUS COMPONENTS OF A WEB SERVICE Hourly volume : 60h00 Coefficients : 6.00 Credits : 6.00
S-E06-3050 UCE INTRODUCTION TO MACHINE LEARNING Hourly volume : 33h00 Coefficients : 3.00 Credits : 3.00
S-F06-0607 UE SEMESTER 3 CLASSIC Hourly volume : Coefficients : Credits :
S-E06-3051 UCE WEB SERVICES SECURITY Hourly volume : 27h00 Coefficients : 3.00 Credits : 3.00
S-U06-3022 BUSINESS INTELLIGENCE COURSE (CLASSIC): UNDERSTANDING AND APPLYING DATA MINING TOOLS Hourly volume : 114h00 Coefficients : 9.00 Credits : 9.00
S-E06-3043 UCE DATA MINING Hourly volume : 27h00 Coefficients : 2.00 Credits : 2.00
S-E06-3044 UCE MASSIVE DATA Hourly volume : 21h00 Coefficients : 1.00 Credits : 1.00
S-F06-0608 UE SEMESTER 3 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-E06-3045 UCE DATA WAREHOUSES Hourly volume : 36h00 Coefficients : 3.00 Credits : 3.00
S-E06-3046 AMS APPLICATION BI Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-F06-0613 SEMESTER EQUIVALENCE UNIT S3 Hourly volume : Coefficients : Credits :
S-U06-0655 SEMESTER EQUIVALENCE UNIT S3 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-U06-3025 BUSINESS PROJECT UNIT 3 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-F06-0609 UE SEMESTER 4 CLASSICAL Hourly volume : Coefficients : Credits :
S-E06-3052 AMS BUSINESS PROJECT 3 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-F06-0610 UE SEMESTER 4 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-L06-9903 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits :
S-U06-9993 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits : 2.00
S-U06-3031 EU INTERNSHIP Hourly volume : Coefficients : 30.00 Credits : 30.00
S-E06-3061 AMS STAGE Hourly volume : Coefficients : 30.00 Credits : 30.00
S-F06-0614 SEMESTER EQUIVALENCE UNIT S4 Hourly volume : Coefficients : Credits :
S-U06-0662 SEMESTER EQUIVALENCE UNIT S4 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-U06-3032 BUSINESS INTELLIGENCE UNIT (SANDWICH COURSE): UNDERSTANDING AND APPLYING DATA MINING TOOLS Hourly volume : 114h00 Coefficients : 9.00 Credits : 9.00
S-E06-3062 UCE DATA MINING Hourly volume : 27h00 Coefficients : 2.00 Credits : 2.00
S-E06-3063 UCE MASSIVE DATA Hourly volume : 21h00 Coefficients : 1.00 Credits : 1.00
S-E06-3064 UCE DATA WAREHOUSES Hourly volume : 36h00 Coefficients : 3.00 Credits : 3.00
S-E06-3065 AMS APPLICATION BI Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-3033 BUSINESS PROJECT UNIT 4 Hourly volume : 40h00 Coefficients : 21.00 Credits : 21.00
S-E06-3066 AMS BUSINESS PROJECT 4 Hourly volume : 40h00 Coefficients : 21.00 Credits : 21.00
S-L06-9904 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits :
S-U06-9994 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits : 2.00

M2 ARTIFICIAL INTELLIGENCE (IA)

Manager: Fabrice Lefevre Voir le courriel

Manager: Fabrice Lefevre Voir le courriel

Presentation of the course : The M2 year covers more advanced notions of machine learning in S3: reinforcement learning, graph learning. It also aims to implement the techniques studied in M1 through the automatic processing of natural languages, automatic speech processing and automatic image processing. Lastly, one course is dedicated to data science: data mining, data warehouses, massive data.
Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
S-F06-0600 UE SEMESTER 1 COMMON CLASSIC AND SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3001 UE INFORMATION SYSTEMS MANAGEMENT: ACQUIRING ADVANCED PRACTICES TO STEER DIGITAL SERVICES Hourly volume : 76h30 Coefficients : 6.00 Credits : 6.00
S-E06-3001 UCE ENGLISH (BUSINESS-ORIENTED) Hourly volume : 34h30 Coefficients : 3.00 Credits : 3.00
S-E06-3002 UCE PROCESS-BASED MANAGEMENT AND GOVERNANCE Hourly volume : 42h00 Coefficients : 3.00 Credits : 3.00
S-U06-3082 UE FOUNDATIONS OF AUTOMATIC LEARNING: MASTERING THE FUNDAMENTAL NOTIONS OF AUTOMATIC LEARNING Hourly volume : 84h00 Coefficients : 9.00 Credits : 9.00
S-E06-3111 UCE INTRODUCTION TO IA Hourly volume : 24h00 Coefficients : 3.00 Credits : 3.00
S-E06-3112 UCE NON-LINEAR OPTIMISATION Hourly volume : 24h00 Coefficients : 3.00 Credits : 3.00
S-E06-3113 UCE SUPERVISED LEARNING Hourly volume : 36h00 Coefficients : 3.00 Credits : 3.00
S-F06-0601 UE SEMESTER 1 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-3081 EU INNOVATION PROJECT 1: ANALYSING AND MANAGING AN INNOVATION PROJECT Hourly volume : 47h30 Coefficients : 6.00 Credits : 6.00
S-E06-3115 AMS PROJECT Hourly volume : 20h30 Coefficients : 3.00 Credits : 3.00
S-E06-3004 UCE PROJECT MANAGEMENT Hourly volume : 21h00 Coefficients : 2.00 Credits : 2.00
S-E06-3005 UCE COMMUNICATION Hourly volume : 06h00 Coefficients : 1.00 Credits : 1.00
S-U06-3083 ADVANCED SOFTWARE ENGINEERING (CLASSIC): DESIGNING AND ORGANISING COMPLEX SOFTWARE SOLUTIONS Hourly volume : 94h00 Coefficients : 9.00 Credits : 9.00
S-E06-3008 UCE TESTING TECHNIQUES Hourly volume : 28h30 Coefficients : 3.00 Credits : 3.00
S-E06-3009 UCE SOFTWARE DEVELOPMENT PROCESS Hourly volume : 28h30 Coefficients : 3.00 Credits : 3.00
S-E06-3010 UCE PRINCIPLES AND TOOLS FOR DEVOPS Hourly volume : 37h00 Coefficients : 3.00 Credits : 3.00
S-F06-0602 UE SEMESTER 1 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3084 ADVANCED SOFTWARE ENGINEERING UNIT (SANDWICH COURSE): DESIGNING AND ORGANISING COMPLEX SOFTWARE SOLUTIONS Hourly volume : 105h30 Coefficients : 15.00 Credits : 6.00
S-U06-3006 BUSINESS PROJECT UNIT 1 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-E06-3012 AMS BUSINESS PROJECT 1 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-U06-3011 UE INNOVATION AND LEGAL FRAMEWORK: USING A SCIENTIFIC APPROACH TO TACKLE AN INNOVATIVE PROBLEM Hourly volume : 76h30 Coefficients : 6.00 Credits : 6.00
S-E06-3021 UCE ENGLISH (TECHNICALLY ORIENTED) Hourly volume : 34h30 Coefficients : 3.00 Credits : 3.00
S-E06-3022 UCE DATA RIGHTS AND SOFTWARE LICENCES Hourly volume : 15h00 Coefficients : 1.00 Credits : 1.00
S-E06-3023 UCE TECHNOLOGY WATCH Hourly volume : 27h00 Coefficients : 2.00 Credits : 2.00
S-U06-3093 UE REPRESENTATION AND INTERPRETATION: INTERPRETING AND EXPLOITING THE OUTPUT OF A MACHINE LEARNING MODEL Hourly volume : 78h00 Coefficients : 9.00 Credits : 9.00
S-E06-3124 UCE SYMBOLIC LEARNING Hourly volume : 24h00 Coefficients : 3.00 Credits : 3.00
S-E06-3125 UCE OF EXPLICABILITY AND INTERPRETABILITY Hourly volume : 24h00 Coefficients : 3.00 Credits : 3.00
S-E06-3126 UCE UNSUPERVISED LEARNING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-F06-0604 UE SEMESTER 2 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-3095 UE INNOVATION PROJECT 2: DESIGNING A DEMONSTRATION PROTOTYPE TO ASSESS THE POTENTIAL OF AN INNOVATION Hourly volume : 39h00 Coefficients : 6.00 Credits : 6.00
S-E06-3128 AMS PROJECT 2 Hourly volume : 39h00 Coefficients : 6.00 Credits : 6.00
S-U06-3091 UE DEEP AND STOCHASTIC LEARNING (CLASSICAL): UNDERSTANDING AND IMPLEMENTING LEARNING MODELS P Hourly volume : 114h00 Coefficients : 9.00 Credits : 9.00
S-E06-3121 UCE STOCHASTIC MODELS Hourly volume : 36h00 Coefficients : 3.00 Credits : 3.00
S-L06-9901 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits :
S-E06-3122 UCE NEURAL APPROACHES Hourly volume : 48h00 Coefficients : 3.00 Credits : 3.00
S-U06-9991 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits : 2.00
S-F06-0611 SEMESTER EQUIVALENCE UNIT S1 Hourly volume : Coefficients : Credits :
S-E06-3123 AMS APPLICATION APS Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-0610 SEMESTER EQUIVALENCE UNIT S1 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-F06-0603 UE SEMESTER 2 COMMON CLASSIC AND ALTERNANCE Hourly volume : Coefficients : Credits :
S-F06-0605 UE SEMESTER 2 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3092 DEEP AND STOCHASTIC LEARNING UNIT (SANDWICH COURSE): UNDERSTANDING AND IMPLEMENTING LEARNING MODELS Hourly volume : 84h00 Coefficients : 6.00 Credits : 6.00
S-U06-3016 BUSINESS PROJECT UNIT 2 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-E06-3032 AMS BUSINESS PROJECT 2 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-U06-3021 EU PROFESSIONALISATION: MASTERING THE BUSINESS LEXICON AND ENHANCING THE VALUE OF YOUR TRAINING Hourly volume : 71h00 Coefficients : 6.00 Credits : 6.00
S-E06-3041 UCE ENGLISH (PROFESSIONALLY ORIENTED) Hourly volume : 39h00 Coefficients : 3.00 Credits : 3.00
S-E06-3042 AMS PROFESSIONAL INTEGRATION Hourly volume : 32h00 Coefficients : 3.00 Credits : 3.00
S-U06-3102 ADVANCED LEARNING COURSE: UNDERSTANDING AND APPLYING REINFORCEMENT AND GRAPH-BASED LEARNING Hourly volume : 60h00 Coefficients : 6.00 Credits : 6.00
S-E06-3131 UCE EXPLICABILITY AND INTERPRETABILITY Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-3132 UCE REINFORCEMENT LEARNING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-3103 NATURAL LANGUAGE AND IMAGE PROCESSING: APPLYING LEARNING MODELS TO IMAGES AND LANGUAGE Hourly volume : 84h00 Coefficients : 9.00 Credits : 9.00
S-E06-3133 UCE LOW-CODE & NO-CODE Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-3134 UCE SPEECH PROCESSING Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-E06-3135 UCE IMAGE PROCESSING Hourly volume : 24h00 Coefficients : 2.00 Credits : 3.00
S-F06-0612 SEMESTER EQUIVALENCE UNIT S2 Hourly volume : Coefficients : Credits :
S-L06-9902 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits :
S-U06-0644 SEMESTER EQUIVALENCE UNIT S2 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-F06-0607 UE SEMESTER 3 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-3101 BUSINESS INTELLIGENCE COURSE (CLASSIC): UNDERSTANDING AND APPLYING DATA MINING TOOLS Hourly volume : 114h00 Coefficients : 9.00 Credits : 9.00
S-U06-9992 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits : 2.00
S-F06-0606 UE SEMESTER 3 CLASSIC AND SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-E06-3091 UCE DECISION SUPPORT Hourly volume : 27h00 Coefficients : 2.00 Credits : 2.00
S-E06-3044 UCE MASSIVE DATA Hourly volume : 21h00 Coefficients : 1.00 Credits : 1.00
S-E06-3045 UCE DATA WAREHOUSES Hourly volume : 36h00 Coefficients : 3.00 Credits : 3.00
S-E06-3046 AMS APPLICATION BI Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-F06-0608 UE SEMESTER 3 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3025 BUSINESS PROJECT UNIT 3 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-E06-3052 AMS BUSINESS PROJECT 3 Hourly volume : 40h00 Coefficients : 9.00 Credits : 9.00
S-F06-0609 UE SEMESTER 4 CLASSICAL Hourly volume : Coefficients : Credits :
S-U06-3031 EU INTERNSHIP Hourly volume : Coefficients : 30.00 Credits : 30.00
S-E06-3061 AMS STAGE Hourly volume : Coefficients : 30.00 Credits : 30.00
S-U06-3112 UE RESEARCH PROJECT FOR EXCHANGE STUDENTS Hourly volume : 30h00 Coefficients : 30.00 Credits : 30.00
S-E06-3141 UCE RESEARCH PROJECT FOR EXCHANGE STUDENTS 1 Hourly volume : 15h00 Coefficients : 15.00 Credits : 15.00
S-E06-3142 UCE RESEARCH PROJECT FOR EXCHANGE STUDENTS 2 Hourly volume : 15h00 Coefficients : 15.00 Credits : 15.00
S-F06-0610 UE SEMESTER 4 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3111 BUSINESS INTELLIGENCE UNIT (SANDWICH COURSE): UNDERSTANDING AND APPLYING DATA MINING TOOLS Hourly volume : 114h00 Coefficients : 9.00 Credits : 9.00
S-E06-3102 UCE DECISION SUPPORT Hourly volume : 27h00 Coefficients : 2.00 Credits : 2.00
S-E06-3063 UCE MASSIVE DATA Hourly volume : 21h00 Coefficients : 1.00 Credits : 1.00
S-E06-3064 UCE DATA WAREHOUSES Hourly volume : 36h00 Coefficients : 3.00 Credits : 3.00
S-F06-0613 SEMESTER EQUIVALENCE UNIT S3 Hourly volume : Coefficients : Credits :
S-E06-3065 AMS APPLICATION BI Hourly volume : 30h00 Coefficients : 3.00 Credits : 3.00
S-U06-0655 SEMESTER EQUIVALENCE UNIT S3 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-U06-3033 BUSINESS PROJECT UNIT 4 Hourly volume : 40h00 Coefficients : 21.00 Credits : 21.00
S-E06-3066 AMS BUSINESS PROJECT 4 Hourly volume : 40h00 Coefficients : 21.00 Credits : 21.00
S-L06-9903 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits :
S-U06-9993 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits : 2.00
S-F06-0627 UE RESEARCH PROJECT FOR EXCHANGE STUDENTS Hourly volume : Coefficients : Credits :
S-F06-0614 SEMESTER EQUIVALENCE UNIT S4 Hourly volume : Coefficients : Credits :
S-U06-0662 SEMESTER EQUIVALENCE UNIT S4 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-L06-9904 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits :
S-U06-9994 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits : 2.00

Job opportunities

Avignon University's CMI Computer Engineering programme adds a new dimension to the skills of the bachelor's and master's degrees in computer science, namely the a culture of innovationIt covers the scientific, technological, managerial and economic aspects of innovation, as well as the culture of innovation itself.

The students who follow this CMI course will not only have the solid computer science skills offered by CERI's bachelor's and master's degrees, but will also be the actors and producers of the next digital innovations in our society.

The main jobs envisaged for CMI graduates are :

R&D Engineer
Start-Up Entrepreneur in Innovation
Lecturer and researcher in Computer Science
Data scientist
IT Consultant (Information Technology)
Information systems architect, computer systems architect

What's more, the CMI is a particularly good preparation for the pursuing doctoral studies.

Lifelong Learning

Relais Handicap

Training accessible to people with disabilities. Contact the Relais Handicap :
univ-avignon.fr/campus/accessibility/disability/

The SFTLV has a disability advisor:
accueil-fc@univ-avignon.fr
04 32 74 32 20

Applications

Selection is based on application file and interview through the Parcoursup.

 

Enrolment in a DU encompassing CMI is conditional upon enrolment in the Bachelor's or Master's degree that provides the course.

Contact

Training coordinator: T. Spriet

Email contact: cmi-info@univ-avignon.fr

Secretariat e-mail contact: sec-inter-cmi@univ-avignon.fr

Important documents and links

Once you have registered, you will be asked to use the Digital Working Environment (ENT). Find out how to use it: Digital Working Environment (ENT)

Continuing education rate
Validation of acquired experience (vae)

Tel. +33 (0)4 32 74 32 23
sec-vae@univ-avignon.fr

https://univ-avignon.fr/formations/formation-tout-au-long-de-la-vie/la-validation-des-acquis/

Practical information

Lifelong Learning

 

 

Find out more

Administrative registration and re-registration calendar
Download the syllabus

Contact

Practical information
Lifelong Learning Service

1, Avenue de Saint Jean

84000 AVIGNON

Tel: 04 32 74 32 21
write an email

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