MASTER'S DEGREE IN COMPUTER SCIENCE - ARTIFICIAL INTELLIGENCE (IA)

Add to my selection Contact
Diploma
BAC+5
Input level
BAC +3
Duration
2 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
Industry - IT, telecommunications
Training brochure
Contact

Presentation

The Artificial Intelligence pathway is attached to the CERI Master's in Computer Science (Avignon University), which includes cross-disciplinary teaching in professional English, information systems management, project management and technology watch. The teaching units (UE) specific to the AI path essentially cover automatic learning (supervised learning, unsupervised learning, reinforcement learning) and data science (data mining, business intelligence, data warehouses).

The teaching team is made up of teacher-researchers from the LIA (Laboratoire Informatique d'Avignon) who specialise in AI-related subjects. In addition, the CERI (Centre d'Enseignement et de Recherche en Informatique) provides students with equipment tailored to the needs of the Artificial Intelligence course. In particular, they have access to 6 traditional calculation servers, 2 of which are equipped with GPUs. These are used to implement the principles studied in class, as part of the application CEUs set out in the syllabus.

The course is available in initial, continuing and sandwich courses.

Domain: Science, Technology, Health

Description : This text will be updated shortly.

Director : Corinne Fredouille

Teaching and laboratory team

The Computer Science degree is taught at the Centre d'Enseignement et de Recherche en Informatique (CERI) of the University of Avignon, 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 also houses the University of Avignon's Computer Science Research Laboratory (LIA), to which the Bachelor's degree's lecturers belong.

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

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

Admission

Admission requirements

French :
For admission to an EU Masters 1 programme: apply online via the mon master platform
For admission to Master 1 courses for non-EU candidates: apply via Campus France


English:
For admission to Master 1 for applicants from the EU: apply via the Mon Master platform.
For admission to Master 1 for non-EU applicants: apply via Campus France.

For admission to Master 1 : apply online on the my master's platform

For admission to Master 2 : online admission or re-registration depending on your situation

Conditions for making a referral to the rector

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.

M1 ARTIFICIAL INTELLIGENCE (IA)

Manager: Fabrice Lefevre Voir le courriel

Manager: Fabrice Lefevre Voir le courriel

Presentation of the course : In S1, the M1 year covers certain basic notions of AI: introduction to the founding concepts and history of the field, machine learning methods and notions, non-linear optimisation. In S2, concepts relating to supervised learning are explored in greater depth, in particular via deep neural networks, and other fields are explored: stochastic models, symbolic methods, unsupervised learning and explicability.
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 :
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-U06-3083 ADVANCED SOFTWARE ENGINEERING (CLASSIC): DESIGNING AND ORGANISING COMPLEX SOFTWARE SOLUTIONS Hourly volume : 94.00 Coefficients : 9.00 Credits : 9.00
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-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 : 105.50 Coefficients : 6.00 Credits : 6.00
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-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-U06-3093 UE REPRESENTATION AND INTERPRETATION: INTERPRETING AND EXPLOITING THE OUTPUT OF A MACHINE LEARNING MODEL Hourly volume : 78.00 Coefficients : 9.00 Credits : 9.00
S-E06-3124 UCE SYMBOLIC LEARNING Hourly volume : 24.00 Coefficients : 3.00 Credits : 3.00
S-E06-3125 UCE OF EXPLICABILITY AND INTERPRETABILITY Hourly volume : 24.00 Coefficients : 3.00 Credits : 3.00
S-E06-3126 UCE UNSUPERVISED LEARNING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
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-F06-0604 UE SEMESTER 2 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-3091 UE DEEP AND STOCHASTIC LEARNING (CLASSICAL): UNDERSTANDING AND IMPLEMENTING LEARNING MODELS P Hourly volume : 114.00 Coefficients : 9.00 Credits : 9.00
S-E06-3121 UCE STOCHASTIC MODELS Hourly volume : 36.00 Coefficients : 3.00 Credits : 3.00
S-E06-3122 UCE NEURAL APPROACHES Hourly volume : 48.00 Coefficients : 3.00 Credits : 3.00
S-F06-0611 SEMESTER EQUIVALENCE UNIT S1 Hourly volume : Coefficients : Credits :
S-E06-3123 AMS APPLICATION APS Hourly volume : 30.00 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 : 84.00 Coefficients : 6.00 Credits : 6.00
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-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-E06-3136 UCE AUTOMATIC NATURAL LANGUAGE PROCESSING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-U06-3102 ADVANCED LEARNING COURSE: UNDERSTANDING AND APPLYING REINFORCEMENT AND GRAPH-BASED LEARNING Hourly volume : 60.00 Coefficients : 6.00 Credits : 6.00
S-E06-3131 UCE GRAPH-BASED LEARNING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-3132 UCE REINFORCEMENT LEARNING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-U06-3103 NATURAL LANGUAGE AND IMAGE PROCESSING: APPLYING LEARNING MODELS TO IMAGES AND LANGUAGE Hourly volume : 84.00 Coefficients : 9.00 Credits : 9.00
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
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-F06-0607 UE SEMESTER 3 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-3101 BUSINESS INTELLIGENCE COURSE (CLASSIC): UNDERSTANDING AND APPLYING DATA MINING TOOLS Hourly volume : 114.00 Coefficients : 9.00 Credits : 9.00
S-F06-0606 UE SEMESTER 3 CLASSIC AND SANDWICH COURSE Hourly volume : Coefficients : Credits :
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-E06-3045 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-E06-3054 AMS BUSINESS PROJECT 3 Hourly volume : 120.00 Coefficients : 8.00 Credits : 8.00
S-F06-0608 UE SEMESTER 3 SANDWICH COURSE Hourly volume : Coefficients : Credits :
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-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-U06-3112 UE RESEARCH PROJECT FOR EXCHANGE STUDENTS Hourly volume : 30.00 Coefficients : 30.00 Credits : 30.00
S-E06-3141 UCE RESEARCH PROJECT FOR EXCHANGE STUDENTS 1 Hourly volume : 15.00 Coefficients : 15.00 Credits : 15.00
S-E06-3142 UCE RESEARCH PROJECT FOR EXCHANGE STUDENTS 2 Hourly volume : 15.00 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 : 114.00 Coefficients : 9.00 Credits : 9.00
S-E06-3102 UCE DECISION SUPPORT 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-F06-0613 SEMESTER EQUIVALENCE UNIT S3 Hourly volume : Coefficients : Credits :
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
S-U06-0655 SEMESTER EQUIVALENCE UNIT S3 Hourly volume : Coefficients : 30.00 Credits : 30.00
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

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 : 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 :
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-U06-3083 ADVANCED SOFTWARE ENGINEERING (CLASSIC): DESIGNING AND ORGANISING COMPLEX SOFTWARE SOLUTIONS Hourly volume : 94.00 Coefficients : 9.00 Credits : 9.00
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-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 : 105.50 Coefficients : 6.00 Credits : 6.00
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-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-U06-3093 UE REPRESENTATION AND INTERPRETATION: INTERPRETING AND EXPLOITING THE OUTPUT OF A MACHINE LEARNING MODEL Hourly volume : 78.00 Coefficients : 9.00 Credits : 9.00
S-E06-3124 UCE SYMBOLIC LEARNING Hourly volume : 24.00 Coefficients : 3.00 Credits : 3.00
S-E06-3125 UCE OF EXPLICABILITY AND INTERPRETABILITY Hourly volume : 24.00 Coefficients : 3.00 Credits : 3.00
S-E06-3126 UCE UNSUPERVISED LEARNING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
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-F06-0604 UE SEMESTER 2 CLASSIC Hourly volume : Coefficients : Credits :
S-U06-3091 UE DEEP AND STOCHASTIC LEARNING (CLASSICAL): UNDERSTANDING AND IMPLEMENTING LEARNING MODELS P Hourly volume : 114.00 Coefficients : 9.00 Credits : 9.00
S-E06-3121 UCE STOCHASTIC MODELS Hourly volume : 36.00 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 : 48.00 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 : 30.00 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 : 84.00 Coefficients : 6.00 Credits : 6.00
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-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-E06-3136 UCE AUTOMATIC NATURAL LANGUAGE PROCESSING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-U06-3102 ADVANCED LEARNING COURSE: UNDERSTANDING AND APPLYING REINFORCEMENT AND GRAPH-BASED LEARNING Hourly volume : 60.00 Coefficients : 6.00 Credits : 6.00
S-E06-3131 UCE GRAPH-BASED LEARNING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-E06-3132 UCE REINFORCEMENT LEARNING Hourly volume : 30.00 Coefficients : 3.00 Credits : 3.00
S-U06-3103 NATURAL LANGUAGE AND IMAGE PROCESSING: APPLYING LEARNING MODELS TO IMAGES AND LANGUAGE Hourly volume : 84.00 Coefficients : 9.00 Credits : 9.00
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
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 : 114.00 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 : 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-E06-3045 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-E06-3054 AMS BUSINESS PROJECT 3 Hourly volume : 120.00 Coefficients : 8.00 Credits : 8.00
S-F06-0608 UE SEMESTER 3 SANDWICH COURSE Hourly volume : Coefficients : Credits :
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-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-U06-3112 UE RESEARCH PROJECT FOR EXCHANGE STUDENTS Hourly volume : 30.00 Coefficients : 30.00 Credits : 30.00
S-E06-3141 UCE RESEARCH PROJECT FOR EXCHANGE STUDENTS 1 Hourly volume : 15.00 Coefficients : 15.00 Credits : 15.00
S-E06-3142 UCE RESEARCH PROJECT FOR EXCHANGE STUDENTS 2 Hourly volume : 15.00 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 : 114.00 Coefficients : 9.00 Credits : 9.00
S-E06-3102 UCE DECISION SUPPORT 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-F06-0613 SEMESTER EQUIVALENCE UNIT S3 Hourly volume : Coefficients : Credits :
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
S-U06-0655 SEMESTER EQUIVALENCE UNIT S3 Hourly volume : Coefficients : 30.00 Credits : 30.00
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

Job opportunities

Graduate careers : Find out what has become of our former graduates on the Observatoire des Formations et de l'Insertion Professionnelle page: https://univ-avignon.fr/lobservatoire-de-la-formation-et-de-linsertion-professionnelle-ofip/

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 90 84 35 57
write an email

Other training courses

MASTER'S DEGREE IN COMPUTER SCIENCE - ARTIFICIAL INTELLIGENCE FOR CONNECTED INDUSTRIES (AI4CI)
MASTER OF COMPUTING - CLOUD INFRASTRUCTURES & DISTRIBUTED SYSTEMS (SYRIUS)
MASTER OF COMPUTER SCIENCE - SOFTWARE ENGINEERING FOR THE DIGITAL SOCIETY (ILSEN)