CMI UNIVERSITY DIPLOMA IN COMPUTER ENGINEERING

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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
initial training
continuing education (employees, jobseekers, self-employed)
Sector
IT, telecommunications
Training brochure
Contact

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: Science, Technology, Health

Description : This text will be updated shortly.

Director : Corinne Fredouille

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.

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

The course descriptions are published subject to approval by the Education and University Life Committee (CFVU) and may be subject to change.

DUCMI CMI INGENIERIE INFORMATIQUE

Manager: Rosa Figueiredo Voir le courriel

Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
T-C09-0151 CMI L1S1 CURRICULUM Hourly volume : Coefficients : Credits :
S-U09-4101 CMI 1: INTEGRATING PROJECT 1 - DESIGN THINKING Hourly volume : 30.00 Coefficients : Credits : 3.00
T-C09-0152 CMI L1S2 CURRICULUM Hourly volume : Coefficients : Credits :
S-U09-4102 CMI 2: INTEGRATIVE PROJECT 2 - DISCOVERING SCIENTIFIC RESEARCH Hourly volume : 30.00 Coefficients : Credits : 3.00
S-U09-4103 CMI 3: REAL-DIGITAL INTERFACES Hourly volume : 30.00 Coefficients : Credits : 3.00
T-C09-0153 CMI L2S3 CURRICULUM Hourly volume : Coefficients : Credits :
S-U09-4104 CMI 4: ECONOMICS OF INNOVATION Hourly volume : 30.00 Coefficients : Credits : 3.00
S-U09-4105 CMI 5: INTEGRATIVE PROJECT 3 - BIBLIOGRAPHICAL RESEARCH Hourly volume : 30.00 Coefficients : Credits : 3.00
T-C09-0154 CMI L2S4 CURRICULUM Hourly volume : Coefficients : Credits :
S-U09-4106 CMI 6: 3-WEEK IMMERSION COURSE Hourly volume : 0.50 Coefficients : Credits : 3.00
S-U09-4107 CMI 7: INTEGRATOR PROJECT 4 - RESEARCH AND DEVELOPMENT Hourly volume : 30.00 Coefficients : Credits : 3.00
S-U09-4108 CMI 8: PROGRAMMING PARADIGMS FOR IA Hourly volume : 30.00 Coefficients : Credits : 3.00
T-C09-0155 CMI L3S5 CURRICULUM Hourly volume : Coefficients : Credits :
S-U09-4109 CMI 9: ADDITIONAL INFORMATION - HALF-YEAR ABROAD Hourly volume : 20.00 Coefficients : Credits : 6.00
T-C09-0156 CMI L3S6 CURRICULUM Hourly volume : Coefficients : Credits :
S-U09-4110 CMI 10: CREATIVE WORKSHOPS IN ENGLISH Hourly volume : 30.00 Coefficients : Credits : 3.00
S-U09-4111 CMI 11: ADDITIONAL WORK PLACEMENT REPORT AND PRESENTATION IN ENGLISH Hourly volume : 0.50 Coefficients : Credits : 3.00
S-U09-4112 CMI 12: MODELLING PROBABILISTIC AND STATISTICAL SYSTEMS Hourly volume : 30.00 Coefficients : Credits : 3.00
T-C09-0157 CMI M1S7 CURRICULUM Hourly volume : Coefficients : Credits :
S-U09-4113 CMI 13: RESEARCH SEMINAR Hourly volume : 30.00 Coefficients : Credits : 3.00
T-C09-0158 CMI M1S8 CURRICULUM Hourly volume : Coefficients : Credits :
S-U09-4114 CMI 14 - 1 COURSE Hourly volume : 0.50 Coefficients : Credits : 3.00
S-U09-4120 CMI 14 - 2 BUSINESS COMPLEMENT: RESEARCH AND DEVELOPMENT Hourly volume : Coefficients : Credits : 3.00
S-U09-4115 CMI 15: HUMAN RESOURCES MANAGEMENT Hourly volume : 30.00 Coefficients : Credits : 3.00
T-C09-0159 CMI M2S9 CURRICULUM Hourly volume : Coefficients : Credits :
S-U09-4116 CMI 16: BUSINESS CREATION AND MANAGEMENT Hourly volume : 30.00 Coefficients : Credits : 3.00
S-U09-4117 CMI 17: COMPLEX SYSTEMS Hourly volume : 30.00 Coefficients : Credits : 3.00
T-C09-0160 CMI M2S10 CURRICULUM Hourly volume : Coefficients : Credits :
S-U09-4118 CMI 18: BUSINESS COMPLEMENT: BUSINESS MODEL Hourly volume : 30.00 Coefficients : Credits : 3.00
S-U09-4119 CMI 19: PORTFOLIO Hourly volume : 30.00 Coefficients : Credits : 3.00
T-P09-0101 COMPULSORY CONDITIONS FOR OBTAINING THE D.U. CMI Hourly volume : Coefficients : Credits :
S-U09-4511 PIX CERTIFICATION Hourly volume : Coefficients : Credits :
S-U09-4512 ENGLISH LANGUAGE CERTIFICATION Hourly volume : Coefficients : Credits :
S-U09-4513 VALIDATION OF TRAINING PERIODS Hourly volume : Coefficients : Credits :
S-U09-4514 INTERNATIONAL MOBILITY Hourly volume : Coefficients : Credits :

L3 COMPUTER SCIENCE

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 : 60.00 Coefficients : 6.00 Credits : 6.00
S-E06-0251 OPERATING SYSTEM PROGRAMMING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0252 INTERNET AND NETWORK SERVICES Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-U06-0252 UE DESIGN AND DEVELOP A COMPUTER APPLICATION Hourly volume : 75.00 Coefficients : 8.00 Credits : 8.00
S-E06-0253 UML OBJECT MODELLING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0254 WEB ARCHITECTURES Hourly volume : 18.00 Coefficients : 2.00 Credits : 2.00
S-E06-0255 AMS DESIGN AND DEVELOP A WEB APPLICATION Hourly volume : 27.00 Coefficients : 3.00 Credits : 3.00
S-U06-0261 INTERACTING IN A PROFESSIONAL ENVIRONMENT (SANDWICH COURSE) Hourly volume : 73.00 Coefficients : 10.00 Credits : 10.00
S-E06-0257 ENGLISH Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-E06-0282 AMS BUSINESS PROJECT 1 Hourly volume : 40.00 Coefficients : 6.00 Credits : 6.00
S-E06-0280 VALUING THE COMPANY'S MISSION Hourly volume : 35.00 Coefficients : 1.00 Credits : 1.00
S-U06-0255 UE FORMALISING AND DEVELOPING SOLUTIONS TO COMPLEX PROBLEMS Hourly volume : 63.00 Coefficients : 6.00 Credits : 6.00
S-E06-0262 LINEAR PROGRAMMING Hourly volume : 36.00 Coefficients : 3.00 Credits : 3.00
S-E06-0263 INTRODUCTION TO IA Hourly volume : 27.00 Coefficients : 3.00 Credits : 3.00

Manager: Rosa Figueiredo Voir le courriel

Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
S-U06-0262 UE UNDERSTANDING PROFESSIONAL ORGANISATION AND KNOWING HOW TO PUT A PROJECT INTO PRACTICE (SANDWICH COURSE) Hourly volume : 106.00 Coefficients : 14.00 Credits : 14.00
S-E06-0264 BUSINESS INFORMATION SYSTEMS Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-E06-0265 ENGLISH Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-E06-0283 AMS BUSINESS PROJECT 2 Hourly volume : 40.00 Coefficients : 7.00 Credits : 7.00
S-E06-0281 VALUING THE COMPANY'S MISSION Hourly volume : 35.00 Coefficients : 1.00 Credits : 1.00
S-U06-0258 UE ANALYSE INFORMATION AND MODEL A REAL PROBLEM Hourly volume : 90.00 Coefficients : 9.00 Credits : 9.00
S-E06-0271 ALGORITHMS AND OPTIMISATION Hourly volume : 27.00 Coefficients : 3.00 Credits : 3.00
S-E06-0272 DATA ANALYSIS Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0273 COMPUTER SECURITY Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-U06-0259 SPECIALISATION DISCOVERY UNIT (OPTION 1) Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0274 SOFTWARE DESIGN AND QUALITY Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0275 NETWORK MANAGEMENT AND MONITORING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0276 DATA SCIENCES Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-U06-0260 SPECIALISATION DISCOVERY UNIT (OPTION 2) Hourly volume : 36.00 Coefficients : 4.00 Credits : 4.00
S-E06-0277 MOBILE APPLICATIONS AND ERGONOMICS Hourly volume : 36.00 Coefficients : 4.00 Credits : 4.00
S-E06-0278 NETWORK PROTOCOLS AND INTER-PROCESS COMMUNICATION Hourly volume : 36.00 Coefficients : 4.00 Credits : 4.00
S-E06-0279 IA: LOGIC PROGRAMMING Hourly volume : 36.00 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 : 60.00 Coefficients : 6.00 Credits : 6.00
S-E06-0251 OPERATING SYSTEM PROGRAMMING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0252 INTERNET AND NETWORK SERVICES Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-U06-0252 UE DESIGN AND DEVELOP A COMPUTER APPLICATION Hourly volume : 75.00 Coefficients : 8.00 Credits : 8.00
S-E06-0253 UML OBJECT MODELLING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0254 WEB ARCHITECTURES Hourly volume : 18.00 Coefficients : 2.00 Credits : 2.00
S-E06-0255 AMS DESIGN AND DEVELOP A WEB APPLICATION Hourly volume : 27.00 Coefficients : 3.00 Credits : 3.00
S-U06-0253 INTERACTING IN A PROFESSIONAL ENVIRONMENT (CLASSIC) Hourly volume : 78.00 Coefficients : 8.00 Credits : 8.00
S-E06-0256 EXPRESSION Hourly volume : 21.00 Coefficients : 2.00 Credits : 2.00
S-E06-0257 ENGLISH Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-E06-0258 AMS PROJECT IL Hourly volume : 24.00 Coefficients : 3.00 Credits : 3.00
S-E06-0259 AMS ROBOT PROJECT Hourly volume : 24.00 Coefficients : 3.00 Credits : 3.00
S-E06-0260 AMS NETWORK PROJECT Hourly volume : 24.00 Coefficients : 3.00 Credits : 3.00
S-U06-0255 UE FORMALISING AND DEVELOPING SOLUTIONS TO COMPLEX PROBLEMS Hourly volume : 63.00 Coefficients : 6.00 Credits : 6.00
S-E06-0262 LINEAR PROGRAMMING Hourly volume : 36.00 Coefficients : 3.00 Credits : 3.00
S-E06-0263 INTRODUCTION TO IA Hourly volume : 27.00 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 : 87.00 Coefficients : 9.00 Credits : 9.00
S-E06-0264 BUSINESS INFORMATION SYSTEMS Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-E06-0265 ENGLISH Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-E06-0267 AMS PROJECT IL Hourly volume : 21.00 Coefficients : 3.00 Credits : 3.00
S-E06-0268 AMS ROBOT PROJECT Hourly volume : 21.00 Coefficients : 3.00 Credits : 3.00
S-E06-0269 AMS NETWORK PROJECT Hourly volume : 21.00 Coefficients : 3.00 Credits : 3.00
S-U06-0258 UE ANALYSE INFORMATION AND MODEL A REAL PROBLEM Hourly volume : 90.00 Coefficients : 9.00 Credits : 9.00
S-E06-0271 ALGORITHMS AND OPTIMISATION Hourly volume : 27.00 Coefficients : 3.00 Credits : 3.00
S-E06-0272 DATA ANALYSIS Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0273 COMPUTER SECURITY Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-U06-0259 SPECIALISATION DISCOVERY UNIT (OPTION 1) Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0274 SOFTWARE DESIGN AND QUALITY Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0275 NETWORK MANAGEMENT AND MONITORING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0276 DATA SCIENCES Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-U06-0260 SPECIALISATION DISCOVERY UNIT (OPTION 2) Hourly volume : 36.00 Coefficients : 4.00 Credits : 4.00
S-E06-0277 MOBILE APPLICATIONS AND ERGONOMICS Hourly volume : 36.00 Coefficients : 4.00 Credits : 4.00
S-E06-0278 NETWORK PROTOCOLS AND INTER-PROCESS COMMUNICATION Hourly volume : 36.00 Coefficients : 4.00 Credits : 4.00
S-E06-0279 IA: LOGIC PROGRAMMING Hourly volume : 36.00 Coefficients : 4.00 Credits : 4.00
S-U06-0110 EU INTERNSHIP Hourly volume : 0.50 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

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 : 60.00 Coefficients : 6.00 Credits : 6.00
S-E06-0251 OPERATING SYSTEM PROGRAMMING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0252 INTERNET AND NETWORK SERVICES Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-U06-0252 UE DESIGN AND DEVELOP A COMPUTER APPLICATION Hourly volume : 75.00 Coefficients : 8.00 Credits : 8.00
S-E06-0253 UML OBJECT MODELLING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0254 WEB ARCHITECTURES Hourly volume : 18.00 Coefficients : 2.00 Credits : 2.00
S-E06-0255 AMS DESIGN AND DEVELOP A WEB APPLICATION Hourly volume : 27.00 Coefficients : 3.00 Credits : 3.00
S-U06-0261 INTERACTING IN A PROFESSIONAL ENVIRONMENT (SANDWICH COURSE) Hourly volume : 73.00 Coefficients : 10.00 Credits : 10.00
S-E06-0257 ENGLISH Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-E06-0282 AMS BUSINESS PROJECT 1 Hourly volume : 40.00 Coefficients : 6.00 Credits : 6.00
S-E06-0280 VALUING THE COMPANY'S MISSION Hourly volume : 35.00 Coefficients : 1.00 Credits : 1.00
S-U06-0255 UE FORMALISING AND DEVELOPING SOLUTIONS TO COMPLEX PROBLEMS Hourly volume : 63.00 Coefficients : 6.00 Credits : 6.00
S-E06-0262 LINEAR PROGRAMMING Hourly volume : 36.00 Coefficients : 3.00 Credits : 3.00
S-E06-0263 INTRODUCTION TO IA Hourly volume : 27.00 Coefficients : 3.00 Credits : 3.00
T-B12-0005 ENTREPRENEURSHIP COURSE S5 Hourly volume : Coefficients : Credits :
T-U12-0401 UNIT 1 DISCOVERING ENTREPRENEURSHIP AND DEFINING AN OFFER Hourly volume : 50.00 Coefficients : Credits : 4.00
T-U12-0402 UNIT 2 FORECASTING Hourly volume : 50.00 Coefficients : Credits : 4.00

Manager: Rosa Figueiredo Voir le courriel

Code
Courses and teaching units
Hourly volume
Coefficient
ECTS
S-U06-0262 UE UNDERSTANDING PROFESSIONAL ORGANISATION AND KNOWING HOW TO PUT A PROJECT INTO PRACTICE (SANDWICH COURSE) Hourly volume : 106.00 Coefficients : 14.00 Credits : 14.00
S-E06-0264 BUSINESS INFORMATION SYSTEMS Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-E06-0265 ENGLISH Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-E06-0283 AMS BUSINESS PROJECT 2 Hourly volume : 40.00 Coefficients : 7.00 Credits : 7.00
S-E06-0281 VALUING THE COMPANY'S MISSION Hourly volume : 35.00 Coefficients : 1.00 Credits : 1.00
S-U06-0258 UE ANALYSE INFORMATION AND MODEL A REAL PROBLEM Hourly volume : 90.00 Coefficients : 9.00 Credits : 9.00
S-E06-0271 ALGORITHMS AND OPTIMISATION Hourly volume : 27.00 Coefficients : 3.00 Credits : 3.00
S-E06-0272 DATA ANALYSIS Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0273 COMPUTER SECURITY Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-U06-0259 SPECIALISATION DISCOVERY UNIT (OPTION 1) Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0274 SOFTWARE DESIGN AND QUALITY Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0275 NETWORK MANAGEMENT AND MONITORING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0276 DATA SCIENCES Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-U06-0260 SPECIALISATION DISCOVERY UNIT (OPTION 2) Hourly volume : 36.00 Coefficients : 4.00 Credits : 4.00
S-E06-0277 MOBILE APPLICATIONS AND ERGONOMICS Hourly volume : 36.00 Coefficients : 4.00 Credits : 4.00
S-E06-0278 NETWORK PROTOCOLS AND INTER-PROCESS COMMUNICATION Hourly volume : 36.00 Coefficients : 4.00 Credits : 4.00
S-E06-0279 IA: LOGIC PROGRAMMING Hourly volume : 36.00 Coefficients : 4.00 Credits : 4.00
T-B12-0006 ENTREPRENEURSHIP COURSE S6 Hourly volume : Coefficients : Credits :
T-U12-0403 UE3 MASTERING THE LEGAL ASPECTS OF SETTING UP A BUSINESS Hourly volume : 30.00 Coefficients : Credits : 4.00
T-U12-0404 UE 4 COMMUNICATING Hourly volume : 30.00 Coefficients : Credits : 4.00
T-U12-0405 UNIT 5 CREATING A DESIGN PROJECT Hourly volume : 10.00 Coefficients : Credits : 2.00
T-U12-0406 UNIT 6 INDEPENDENT WORK SUPERVISED BY EACH STUDENT Hourly volume : 20.00 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 : 60.00 Coefficients : 6.00 Credits : 6.00
S-E06-0251 OPERATING SYSTEM PROGRAMMING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0252 INTERNET AND NETWORK SERVICES Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-U06-0252 UE DESIGN AND DEVELOP A COMPUTER APPLICATION Hourly volume : 75.00 Coefficients : 8.00 Credits : 8.00
S-E06-0253 UML OBJECT MODELLING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0254 WEB ARCHITECTURES Hourly volume : 18.00 Coefficients : 2.00 Credits : 2.00
S-E06-0255 AMS DESIGN AND DEVELOP A WEB APPLICATION Hourly volume : 27.00 Coefficients : 3.00 Credits : 3.00
S-U06-0253 INTERACTING IN A PROFESSIONAL ENVIRONMENT (CLASSIC) Hourly volume : 78.00 Coefficients : 8.00 Credits : 8.00
S-E06-0256 EXPRESSION Hourly volume : 21.00 Coefficients : 2.00 Credits : 2.00
S-E06-0257 ENGLISH Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-E06-0258 AMS PROJECT IL Hourly volume : 24.00 Coefficients : 3.00 Credits : 3.00
S-E06-0259 AMS ROBOT PROJECT Hourly volume : 24.00 Coefficients : 3.00 Credits : 3.00
S-E06-0260 AMS NETWORK PROJECT Hourly volume : 24.00 Coefficients : 3.00 Credits : 3.00
S-U06-0255 UE FORMALISING AND DEVELOPING SOLUTIONS TO COMPLEX PROBLEMS Hourly volume : 63.00 Coefficients : 6.00 Credits : 6.00
S-E06-0262 LINEAR PROGRAMMING Hourly volume : 36.00 Coefficients : 3.00 Credits : 3.00
S-E06-0263 INTRODUCTION TO IA Hourly volume : 27.00 Coefficients : 3.00 Credits : 3.00
T-B12-0005 ENTREPRENEURSHIP COURSE S5 Hourly volume : Coefficients : Credits :
T-U12-0401 UNIT 1 DISCOVERING ENTREPRENEURSHIP AND DEFINING AN OFFER Hourly volume : 50.00 Coefficients : Credits : 4.00
T-U12-0402 UNIT 2 FORECASTING Hourly volume : 50.00 Coefficients : Credits : 4.00
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 : 87.00 Coefficients : 9.00 Credits : 9.00
S-E06-0264 BUSINESS INFORMATION SYSTEMS Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-E06-0265 ENGLISH Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-E06-0267 AMS PROJECT IL Hourly volume : 21.00 Coefficients : 3.00 Credits : 3.00
S-E06-0268 AMS ROBOT PROJECT Hourly volume : 21.00 Coefficients : 3.00 Credits : 3.00
S-E06-0269 AMS NETWORK PROJECT Hourly volume : 21.00 Coefficients : 3.00 Credits : 3.00
S-U06-0258 UE ANALYSE INFORMATION AND MODEL A REAL PROBLEM Hourly volume : 90.00 Coefficients : 9.00 Credits : 9.00
S-E06-0271 ALGORITHMS AND OPTIMISATION Hourly volume : 27.00 Coefficients : 3.00 Credits : 3.00
S-E06-0272 DATA ANALYSIS Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0273 COMPUTER SECURITY Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-U06-0259 SPECIALISATION DISCOVERY UNIT (OPTION 1) Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0274 SOFTWARE DESIGN AND QUALITY Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0275 NETWORK MANAGEMENT AND MONITORING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-0276 DATA SCIENCES Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-U06-0260 SPECIALISATION DISCOVERY UNIT (OPTION 2) Hourly volume : 36.00 Coefficients : 4.00 Credits : 4.00
S-E06-0277 MOBILE APPLICATIONS AND ERGONOMICS Hourly volume : 36.00 Coefficients : 4.00 Credits : 4.00
S-E06-0278 NETWORK PROTOCOLS AND INTER-PROCESS COMMUNICATION Hourly volume : 36.00 Coefficients : 4.00 Credits : 4.00
S-E06-0279 IA: LOGIC PROGRAMMING Hourly volume : 36.00 Coefficients : 4.00 Credits : 4.00
S-U06-0110 EU INTERNSHIP Hourly volume : 0.50 Coefficients : Credits : 3.00
T-B12-0006 ENTREPRENEURSHIP COURSE S6 Hourly volume : Coefficients : Credits :
T-U12-0403 UE3 MASTERING THE LEGAL ASPECTS OF SETTING UP A BUSINESS Hourly volume : 30.00 Coefficients : Credits : 4.00
T-U12-0404 UE 4 COMMUNICATING Hourly volume : 30.00 Coefficients : Credits : 4.00
T-U12-0405 UNIT 5 CREATING A DESIGN PROJECT Hourly volume : 10.00 Coefficients : Credits : 2.00
T-U12-0406 UNIT 6 INDEPENDENT WORK SUPERVISED BY EACH STUDENT Hourly volume : 20.00 Coefficients : Credits : 2.00
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

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 : 76.50 Coefficients : 6.00 Credits : 6.00
S-E06-3001 UCE ENGLISH (BUSINESS-ORIENTED) Hourly volume : 34.50 Coefficients : 3.00 Credits : 3.00
S-E06-3002 UCE PROCESS-BASED MANAGEMENT AND GOVERNANCE Hourly volume : 42.00 Coefficients : 3.00 Credits : 3.00
S-U06-3046 EU CLOUD AND VIRTUALISATION: MANAGING CLOUD SOLUTIONS AND RESOURCES Hourly volume : 72.00 Coefficients : 8.00 Credits : 8.00
S-E06-3071 UCE CLOUD ARCHITECTURE  Hourly volume : 39.00 Coefficients : 4.00 Credits : 4.00
S-E06-3078 UCE OPERATING SYSTEMS AND HYPERVISORS Hourly volume : 33.00 Coefficients : 4.00 Credits : 4.00
S-F06-0601 UE SEMESTER 1 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-3047 INNOVATION PROJECT UNIT 1: ANALYSING AND MANAGING AN INNOVATIVE PROJECT Hourly volume : 91.50 Coefficients : 6.00 Credits : 6.00
S-E06-3003 AMS PROJECT 1 Hourly volume : 61.50 Coefficients : 3.00 Credits : 3.00
S-E06-3004 UCE PROJECT MANAGEMENT Hourly volume : 21.00 Coefficients : 2.00 Credits : 2.00
S-E06-3005 UCE COMMUNICATION Hourly volume : 9.00 Coefficients : 1.00 Credits : 1.00
S-U06-3048 UE METHODOLOGY FOR THE CLOUD (CLASSIC): MASTERING AUTOMATIC LEARNING FOR RESOURCE MANAGEMENT Hourly volume : 103.00 Coefficients : 10.00 Credits : 10.00
S-E06-3074 UCE OPTIMISATION FOR CONNECTED SYSTEMS Hourly volume : 40.00 Coefficients : 4.00 Credits : 4.00
S-E06-3075 UCE INTRODUCTION TO MACHINE LEARNING Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-E06-3079 UCE PERFORMANCE EVALUATION Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-F06-0602 UE SEMESTER 1 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3049 UE METHODOLOGY FOR THE CLOUD (ALTERNATE): MASTERING AUTOMATIC LEARNING FOR RESOURCE MANAGEMENT Hourly volume : 73.00 Coefficients : 7.00 Credits : 7.00
S-U06-3007 BUSINESS PROJECT UNIT 1 Hourly volume : 120.00 Coefficients : 9.00 Credits : 9.00
S-E06-3013 AMS BUSINESS PROJECT 1 Hourly volume : 120.00 Coefficients : 8.00 Credits : 8.00
S-E06-3014 VALUING THE COMPANY'S MISSION Hourly volume : 35.00 Coefficients : 1.00 Credits : 1.00
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 : 76.50 Coefficients : 6.00 Credits : 6.00
S-E06-3021 UCE ENGLISH (TECHNICALLY ORIENTED) Hourly volume : 34.50 Coefficients : 3.00 Credits : 3.00
S-E06-3022 UCE DATA RIGHTS AND SOFTWARE LICENCES Hourly volume : 15.00 Coefficients : 1.00 Credits : 1.00
S-E06-3023 UCE TECHNOLOGY WATCH Hourly volume : 27.00 Coefficients : 2.00 Credits : 2.00
S-U06-3051 UE WIRELESS NETWORKS: UNDERSTANDING AND IMPLEMENTING WIRELESS COMMUNICATION PROTOCOLS Hourly volume : 54.00 Coefficients : 5.00 Credits : 5.00
S-E06-3081 UCE MOBILE NETWORKS Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-3082 UCE ACCESS NETWORKS Hourly volume : 24.00 Coefficients : 2.00 Credits : 2.00
S-U06-3057 DATA SECURITY AND MANAGEMENT COURSE: UNDERSTANDING THE ARCHITECTURE AND SECURITY OF DATA INFRASTRUCTURES Hourly volume : 98.00 Coefficients : 10.00 Credits : 10.00
S-E06-3089 UCE NETWORK AND APPLICATION INFRASTRUCTURE SECURITY Hourly volume : 30.00 Coefficients : 4.00 Credits : 4.00
S-E06-3084 UCE DESIGN AND OPERATION OF DATA CENTRES Hourly volume : 44.00 Coefficients : 4.00 Credits : 4.00
S-E06-3090 AMS SECURITY AND CONFIDENTIALITY IN THE CLOUD Hourly volume : 24.00 Coefficients : 2.00 Credits : 2.00
S-F06-0604 UE SEMESTER 2 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-3060 UE INNOVATION PROJECT 2: DESIGNING A DEMONSTRATION PROTOTYPE TO ASSESS THE POTENTIAL OF AN INNOVATION Hourly volume : 117.00 Coefficients : 6.00 Credits : 6.00
S-E06-3024 AMS PROJECT 2 Hourly volume : 117.00 Coefficients : 6.00 Credits : 6.00
S-U06-3058 UE ADVANCED METHODOLOGY FOR THE CLOUD (CLASSIC): IMPLEMENTING DISTRIBUTED LEARNING SYSTEMS Hourly volume : 30.00 Coefficients : 6.00 Credits : 3.00
S-E06-3085 UCE DISTRIBUTED AND FEDERATED LEARNING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-F06-0605 UE SEMESTER 2 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3067 BUSINESS PROJECT UNIT 2 Hourly volume : 120.00 Coefficients : 9.00 Credits : 9.00
S-E06-3033 AMS BUSINESS PROJECT 2 Hourly volume : 120.00 Coefficients : 8.00 Credits : 8.00
S-E06-3015 VALUING THE COMPANY'S MISSION Hourly volume : 35.00 Coefficients : 1.00 Credits : 1.00
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 : 71.00 Coefficients : 6.00 Credits : 6.00
S-E06-3041 UCE ENGLISH (PROFESSIONALLY ORIENTED) Hourly volume : 39.00 Coefficients : 3.00 Credits : 3.00
S-E06-3042 AMS PROFESSIONAL INTEGRATION Hourly volume : 32.00 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 : 72.00 Coefficients : 6.00 Credits : 6.00
S-E06-3094 UCE IOT SYSTEMS AND CONNECTED OBJECTS Hourly volume : 42.00 Coefficients : 3.00 Credits : 3.00
S-E06-3095 AMS IOT APPLICATION AND EDGE COMPUTING Hourly volume : 30.00 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 : 108.00 Coefficients : 9.00 Credits : 9.00
S-E06-3091 UCE DECISION SUPPORT Hourly volume : 27.00 Coefficients : 2.00 Credits : 2.00
S-E06-3044 UCE MASSIVE DATA Hourly volume : 21.00 Coefficients : 1.00 Credits : 1.00
S-E06-3092 UCE DESIGN OF ROBUST AND RESILIENT SYSTEMS  Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-3093 AMS APPLICATION OF INNOVATIONS AND RESEARCH Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-U06-3064 EU CLOUD SERVICES (CLASSIC): UNDERSTANDING CONTENT MANAGEMENT IN CLOUD SYSTEMS Hourly volume : 90.00 Coefficients : 9.00 Credits : 9.00
S-E06-3096 UCE MULTIMEDIA SERVICES IN THE CLOUD Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-3097 UCE CONTENT DELIVERY NETWORKS Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-3098 UCE CYBERSECURITY Hourly volume : 30.00 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 : 30.00 Coefficients : 3.00 Credits : 3.00
S-U06-3065 UE CLOUD SERVICES (SANDWICH COURSE): UNDERSTANDING CONTENT MANAGEMENT IN CLOUD SYSTEMS Hourly volume : 60.00 Coefficients : 6.00 Credits : 6.00
S-U06-3026 BUSINESS PROJECT UNIT 3 Hourly volume : 120.00 Coefficients : 9.00 Credits : 9.00
S-E06-3054 AMS BUSINESS PROJECT 3 Hourly volume : 120.00 Coefficients : 8.00 Credits : 8.00
S-E06-3016 VALUING THE COMPANY'S MISSION Hourly volume : 35.00 Coefficients : 1.00 Credits : 1.00
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 : 1.50 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 : 108.00 Coefficients : 9.00 Credits : 9.00
S-E06-3102 UCE DECISION SUPPORT Hourly volume : 27.00 Coefficients : 2.00 Credits : 2.00
S-E06-3063 UCE MASSIVE DATA Hourly volume : 21.00 Coefficients : 1.00 Credits : 1.00
S-E06-3103 UCE DESIGN OF ROBUST AND RESILIENT SYSTEMS  Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-3104 UCE MULTIMEDIA SERVICES IN THE CLOUD Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-U06-3034 BUSINESS PROJECT UNIT 4 Hourly volume : 120.00 Coefficients : 21.00 Credits : 21.00
S-E06-3067 AMS BUSINESS PROJECT 4 Hourly volume : 120.00 Coefficients : 20.00 Credits : 20.00
S-E06-3017 VALUING THE COMPANY'S MISSION Hourly volume : 35.00 Coefficients : 1.00 Credits : 1.00
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 : 76.50 Coefficients : 6.00 Credits : 6.00
S-E06-3001 UCE ENGLISH (BUSINESS-ORIENTED) Hourly volume : 34.50 Coefficients : 3.00 Credits : 3.00
S-E06-3002 UCE PROCESS-BASED MANAGEMENT AND GOVERNANCE Hourly volume : 42.00 Coefficients : 3.00 Credits : 3.00
S-F06-0601 UE SEMESTER 1 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-3003 UE AUTOMATIC LEARNING : MASTER THE BASIC PRINCIPLES OF AUTOMATIC LEARNING Hourly volume : 54.00 Coefficients : 6.00 Credits : 6.00
S-E06-3006 UCE INTRODUCTION TO MACHINE LEARNING Hourly volume : 25.50 Coefficients : 3.00 Credits : 3.00
S-E06-3007 UCE LOW-CODE AND NO-CODE Hourly volume : 28.50 Coefficients : 3.00 Credits : 3.00
S-U06-3002 INNOVATION PROJECT UNIT 1: ANALYSING AND MANAGING AN INNOVATIVE PROJECT Hourly volume : 91.50 Coefficients : 6.00 Credits : 6.00
S-E06-3003 AMS PROJECT 1 Hourly volume : 61.50 Coefficients : 3.00 Credits : 3.00
S-E06-3004 UCE PROJECT MANAGEMENT Hourly volume : 21.00 Coefficients : 2.00 Credits : 2.00
S-E06-3005 UCE COMMUNICATION Hourly volume : 9.00 Coefficients : 1.00 Credits : 1.00
S-U06-3004 ADVANCED SOFTWARE ENGINEERING (CLASSIC): DESIGNING AND ORGANISING COMPLEX SOFTWARE SOLUTIONS Hourly volume : 124.00 Coefficients : 12.00 Credits : 12.00
S-E06-3008 UCE TESTING TECHNIQUES Hourly volume : 28.50 Coefficients : 3.00 Credits : 3.00
S-E06-3009 UCE SOFTWARE DEVELOPMENT PROCESS Hourly volume : 28.50 Coefficients : 3.00 Credits : 3.00
S-E06-3010 UCE PRINCIPLES AND TOOLS FOR DEVOPS Hourly volume : 37.00 Coefficients : 3.00 Credits : 3.00
S-E06-3011 AMS APPLICATION GLA Hourly volume : 30.00 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 : 94.00 Coefficients : 9.00 Credits : 9.00
S-U06-3007 BUSINESS PROJECT UNIT 1 Hourly volume : 120.00 Coefficients : 9.00 Credits : 9.00
S-E06-3013 AMS BUSINESS PROJECT 1 Hourly volume : 120.00 Coefficients : 8.00 Credits : 8.00
S-E06-3014 VALUING THE COMPANY'S MISSION Hourly volume : 35.00 Coefficients : 1.00 Credits : 1.00
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 : 76.50 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 : 34.50 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 : 15.00 Coefficients : 1.00 Credits : 1.00
S-E06-3023 UCE TECHNOLOGY WATCH Hourly volume : 27.00 Coefficients : 2.00 Credits : 2.00
S-U06-3015 UE WEB ENGINEERING: DEVELOPING COMPLEX WEB APPLICATIONS IN A DISTRIBUTED SERVICE ENVIRONMENT Hourly volume : 67.50 Coefficients : 6.00 Credits : 6.00
S-E06-3029 UCE WEB ARCHITECTURE Hourly volume : 19.50 Coefficients : 2.00 Credits : 2.00
S-E06-3030 UCE WEB SERVICE AND API Hourly volume : 25.50 Coefficients : 2.00 Credits : 2.00
S-E06-3031 AMS WEB APPLICATION Hourly volume : 22.50 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 : 117.00 Coefficients : 6.00 Credits : 6.00
S-E06-3024 AMS PROJECT 2 Hourly volume : 117.00 Coefficients : 6.00 Credits : 6.00
S-U06-3013 ADVANCED ALGORITHMIC PROGRAMMING UNIT (CLASSIC) : ANALYSING AND MODELLING SOFTWARE Hourly volume : 126.00 Coefficients : 12.00 Credits : 12.00
S-E06-3025 UCE ADVANCED DESIGN PATTERN Hourly volume : 27.00 Coefficients : 3.00 Credits : 3.00
S-E06-3026 UCE PARALLEL PROGRAMMING Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-E06-3027 UCE ALGORITHMS AND ADVANCED MODELLING Hourly volume : 36.00 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 : 30.00 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 : 96.00 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-U06-3067 BUSINESS PROJECT UNIT 2 Hourly volume : 120.00 Coefficients : 9.00 Credits : 9.00
S-F06-0606 UE SEMESTER 3 CLASSIC AND SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-E06-3033 AMS BUSINESS PROJECT 2 Hourly volume : 120.00 Coefficients : 8.00 Credits : 8.00
S-E06-3015 VALUING THE COMPANY'S MISSION Hourly volume : 35.00 Coefficients : 1.00 Credits : 1.00
S-U06-3021 EU PROFESSIONALISATION: MASTERING THE BUSINESS LEXICON AND ENHANCING THE VALUE OF YOUR TRAINING Hourly volume : 71.00 Coefficients : 6.00 Credits : 6.00
S-E06-3041 UCE ENGLISH (PROFESSIONALLY ORIENTED) Hourly volume : 39.00 Coefficients : 3.00 Credits : 3.00
S-E06-3042 AMS PROFESSIONAL INTEGRATION Hourly volume : 32.00 Coefficients : 3.00 Credits : 3.00
S-U06-3023 UE DIGITAL DOCUMENT ENGINEERING: MANIPULATING, INDEXING AND STRUCTURING DIFFERENT TYPES OF DIGITAL DOCUMENTS Hourly volume : 78.00 Coefficients : 9.00 Credits : 9.00
S-E06-3053 UCE APPLICATION SERVER Hourly volume : 33.00 Coefficients : 3.00 Credits : 3.00
S-E06-3047 UCE REPRESENTATION, STRUCTURING AND MANIPULATION OF DIGITAL DOCUMENTS Hourly volume : 36.00 Coefficients : 3.00 Credits : 3.00
S-E06-3048 UCE INDEXING AND INFORMATION RETRIEVAL Hourly volume : 21.00 Coefficients : 3.00 Credits : 3.00
S-E06-3049 UCE DIGITAL DOCUMENT PROCESSING Hourly volume : 21.00 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 : 60.00 Coefficients : 6.00 Credits : 6.00
S-F06-0607 UE SEMESTER 3 CLASSIC Hourly volume : Coefficients : Credits :
S-E06-3051 UCE WEB SERVICES SECURITY Hourly volume : 27.00 Coefficients : 3.00 Credits : 3.00
S-U06-3022 BUSINESS INTELLIGENCE COURSE (CLASSIC): UNDERSTANDING AND APPLYING DATA MINING TOOLS Hourly volume : 114.00 Coefficients : 9.00 Credits : 9.00
S-E06-3043 UCE DATA MINING Hourly volume : 27.00 Coefficients : 2.00 Credits : 2.00
S-E06-3044 UCE MASSIVE DATA Hourly volume : 21.00 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 : 36.00 Coefficients : 3.00 Credits : 3.00
S-U06-3026 BUSINESS PROJECT UNIT 3 Hourly volume : 120.00 Coefficients : 9.00 Credits : 9.00
S-E06-3046 AMS APPLICATION BI Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-F06-0613 SEMESTER EQUIVALENCE UNIT S3 Hourly volume : Coefficients : Credits :
S-E06-3054 AMS BUSINESS PROJECT 3 Hourly volume : 120.00 Coefficients : 8.00 Credits : 8.00
S-U06-0655 SEMESTER EQUIVALENCE UNIT S3 Hourly volume : Coefficients : 30.00 Credits : 30.00
S-E06-3016 VALUING THE COMPANY'S MISSION Hourly volume : 35.00 Coefficients : 1.00 Credits : 1.00
S-F06-0609 UE SEMESTER 4 CLASSICAL Hourly volume : Coefficients : Credits :
S-F06-0610 UE SEMESTER 4 SANDWICH COURSE Hourly volume : Coefficients : Credits :
S-U06-3031 EU INTERNSHIP Hourly volume : Coefficients : 30.00 Credits : 30.00
S-E06-3061 AMS STAGE Hourly volume : 1.50 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 : 114.00 Coefficients : 9.00 Credits : 9.00
S-E06-3062 UCE DATA MINING Hourly volume : 27.00 Coefficients : 2.00 Credits : 2.00
S-U06-3034 BUSINESS PROJECT UNIT 4 Hourly volume : 120.00 Coefficients : 21.00 Credits : 21.00
S-E06-3063 UCE MASSIVE DATA Hourly volume : 21.00 Coefficients : 1.00 Credits : 1.00
S-E06-3067 AMS BUSINESS PROJECT 4 Hourly volume : 120.00 Coefficients : 20.00 Credits : 20.00
S-E06-3064 UCE DATA WAREHOUSES Hourly volume : 36.00 Coefficients : 3.00 Credits : 3.00
S-E06-3017 VALUING THE COMPANY'S MISSION Hourly volume : 35.00 Coefficients : 1.00 Credits : 1.00
S-E06-3065 AMS APPLICATION BI Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00

M2 ARTIFICIAL INTELLIGENCE (IA)

Manager: Fabrice Lefevre 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 : 76.50 Coefficients : 6.00 Credits : 6.00
S-E06-3001 UCE ENGLISH (BUSINESS-ORIENTED) Hourly volume : 34.50 Coefficients : 3.00 Credits : 3.00
S-E06-3002 UCE PROCESS-BASED MANAGEMENT AND GOVERNANCE Hourly volume : 42.00 Coefficients : 3.00 Credits : 3.00
S-U06-3082 UE FOUNDATIONS OF AUTOMATIC LEARNING: MASTERING THE FUNDAMENTAL NOTIONS OF AUTOMATIC LEARNING Hourly volume : 84.00 Coefficients : 9.00 Credits : 9.00
S-E06-3111 UCE INTRODUCTION TO IA Hourly volume : 24.00 Coefficients : 3.00 Credits : 3.00
S-E06-3112 UCE NON-LINEAR OPTIMISATION Hourly volume : 24.00 Coefficients : 3.00 Credits : 3.00
S-E06-3113 UCE SUPERVISED LEARNING Hourly volume : 36.00 Coefficients : 3.00 Credits : 3.00
S-F06-0601 UE SEMESTER 1 CLASSIC Hourly volume : Coefficients : Credits :
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S-E06-3004 UCE PROJECT MANAGEMENT Hourly volume : 21.00 Coefficients : 2.00 Credits : 2.00
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S-E06-3009 UCE SOFTWARE DEVELOPMENT PROCESS Hourly volume : 28.50 Coefficients : 3.00 Credits : 3.00
S-E06-3010 UCE PRINCIPLES AND TOOLS FOR DEVOPS Hourly volume : 37.00 Coefficients : 3.00 Credits : 3.00
S-F06-0602 UE SEMESTER 1 SANDWICH COURSE Hourly volume : Coefficients : Credits :
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S-F06-0603 UE SEMESTER 2 COMMON CLASSIC AND ALTERNANCE Hourly volume : Coefficients : Credits :
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S-E06-3126 UCE UNSUPERVISED LEARNING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-F06-0604 UE SEMESTER 2 CLASSIC Hourly volume : Coefficients : Credits :
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S-E06-3024 AMS PROJECT 2 Hourly volume : 117.00 Coefficients : 6.00 Credits : 6.00
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S-E06-3122 UCE NEURAL APPROACHES Hourly volume : 48.00 Coefficients : 3.00 Credits : 3.00
S-E06-3123 AMS APPLICATION APS Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-F06-0605 UE SEMESTER 2 SANDWICH COURSE Hourly volume : Coefficients : Credits :
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S-F06-0606 UE SEMESTER 3 CLASSIC AND SANDWICH COURSE Hourly volume : Coefficients : Credits :
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S-E06-3042 AMS PROFESSIONAL INTEGRATION Hourly volume : 32.00 Coefficients : 3.00 Credits : 3.00
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S-E06-3132 UCE REINFORCEMENT LEARNING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
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S-E06-3136 UCE AUTOMATIC NATURAL LANGUAGE PROCESSING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-3134 UCE SPEECH PROCESSING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-3135 UCE IMAGE PROCESSING Hourly volume : 24.00 Coefficients : 3.00 Credits : 3.00
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S-L06-9901 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits :
S-U06-9991 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits : 2.00
S-L06-9902 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits :
S-U06-9992 UE OF INTERDISCIPLINARY OPENNESS Hourly volume : Coefficients : Credits : 2.00

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.

Find out more

Administrative registration and re-registration calendar
Download the syllabus

Contact

Practical information
Computer Science Teaching and Research Centre

Agroprac

339 Chem. des Meinajaries

84000 AVIGNON

Tel: 04 32 74 32 21
write an email

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