Information Technology and Artificial Intelligence Engineer (apprenticeship scheme)

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The ‘Information Technology and Artificial Intelligence’ expert is involved in all phases of the Artificial Intelligence project lifecycle:
- Data collection, organisation and analysis;
- Evaluation and integration of available technologies through prototypes;
- Deployment of selected models in an operational environment, whilst systematically taking into account
economic, technical and ethical considerations.

Semester 5

Teaching Unit (UE) Reference ECTS ECs
EC Name LMD Level Period Language Ref. Hours
Individualised work
L1 L2 L3 M1 M2
FR PF-TIIA31-INDIV —
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 5 / UE UE-PERF-TIIA31-AUTRE
EC Name LMD Level Period Language Ref. Hours
Health and safety at work
L1 L2 L3 M1 M2
FR PF-TIIA31-BESST —
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 5 / UE UE-PERF-TIIA31-EXPE
EC Name LMD Level Period Language Ref. Hours
English
L1 L2 L3 M1 M2
EN PF-TIIA31-ANG 27,00h
Advanced English
L1 L2 L3 M1 M2
EN PF-TIIA31-ANG-R 12,00h
Sport
L1 L2 L3 M1 M2
FR PF-TIIA31-APS 15,00h
Project management
L1 L2 L3 M1 M2
FR PF-TIIA31-GP 30,00h
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 5 / UE UE-PERF-TIIA31-HUM
EC Name LMD Level Period Language Ref. Hours
Road traffic analysis
L1 L2 L3 M1 M2
FR PF-TIIA31-MOBILITE —
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 5 / UE UE-PERF-TIIA31-PROJ
EC Name LMD Level Period Language Ref. Hours
Advanced Algorithms and the C Programming Language
L1 L2 L3 M1 M2
FR PF-TIIA31-ALGO 42,00h
An Introduction to Relational Databases
L1 L2 L3 M1 M2
FR PF-TIIA31-BDRL 21,00h
The basics of Python for scripting
L1 L2 L3 M1 M2
FR PF-TIIA31-PROGPYTHON 12,00h
Signal Processing 1
L1 L2 L3 M1 M2
FR PF-TIIA31-TDS1 30,00h
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 5 / UE UE-PERF-TIIA31-SC-FOND1
EC Name LMD Level Period Language Ref. Hours
Object-relational mapping for spatial data
L1 L2 L3 M1 M2
FR PF-TIIA31-BDSPATIAL 19,00h
Mathematical tools for machine learning
L1 L2 L3 M1 M2
FR PF-TIIA31-OM2L 30,00h
The basics of the C language
L1 L2 L3 M1 M2
FR PF-TIIA31-PROGC 12,00h
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 5 / UE UE-PERF-TIIA31-SC-FOND2

Semester 6

Teaching Unit (UE) Reference ECTS ECs
Work experience UE-PERF-TIIA32-EXPE 10 0
EC Name LMD Level Period Language Ref. Hours
English
L1 L2 L3 M1 M2
EN PF-TIIA32-ANG 24,00h
Advanced English
L1 L2 L3 M1 M2
EN PF-TIIA32-ANG-R 12,00h
English tuition
L1 L2 L3 M1 M2
EN PF-TIIA32-ANG-S 15,00h
Sport
L1 L2 L3 M1 M2
FR PF-TIIA32-APS 12,00h
Communication
L1 L2 L3 M1 M2
FR PF-TIIA32-COM 30,00h
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 6 / UE UE-PERF-TIIA32-HUM
EC Name LMD Level Period Language Ref. Hours
Analysis of medical signals
L1 L2 L3 M1 M2
FR PF-TIIA32-PI-SANTE —
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 6 / UE UE-PERF-TIIA32-PROJ
EC Name LMD Level Period Language Ref. Hours
An Introduction to Big Data
L1 L2 L3 M1 M2
FR PF-TIIA32-BIGDATA1 24,00h
The Internet and local area networks
L1 L2 L3 M1 M2
FR PF-TIIA32-RESEAUX1 24,00h
Signal Processing 2
L1 L2 L3 M1 M2
FR PF-TIIA32-TDS2 24,00h
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 6 / UE UE-PERF-TIIA32-SC-FOND1
EC Name LMD Level Period Language Ref. Hours
Deployment of big data and mobile applications
L1 L2 L3 M1 M2
FR PF-TIIA32-BIGDATA2 24,00h
An Introduction to Machine Learning
L1 L2 L3 M1 M2
FR PF-TIIA32-IML 30,00h
Corporate networks
L1 L2 L3 M1 M2
FR PF-TIIA32-RESEAUX2 24,00h
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 6 / UE UE-PERF-TIIA32-SC-FOND2

Semester 7

Teaching Unit (UE) Reference ECTS ECs
EC Name LMD Level Period Language Ref. Hours
Individualised work
L1 L2 L3 M1 M2
FR PF-TIIA41-INDIV —
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 7 / UE UE-PERF-TIIA41-AUTRE
Work experience UE-PERF-TIIA41-EXPE 10 0
EC Name LMD Level Period Language Ref. Hours
English
L1 L2 L3 M1 M2
EN PF-TIIA41-ANG 27,00h
Human Resources Management
L1 L2 L3 M1 M2
FR PF-TIIA41-GRH 33,00h
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 7 / UE UE-PERF-TIIA41-HUM
EC Name LMD Level Period Language Ref. Hours
Machine learning 1
L1 L2 L3 M1 M2
FR PF-TIIA41-ML1 16,50h
Optimisation
L1 L2 L3 M1 M2
FR PF-TIIA41-OPTIM 33,00h
An Introduction to Operational Research
L1 L2 L3 M1 M2
FR PF-TIIA41-RO 33,00h
Image processing
L1 L2 L3 M1 M2
FR PF-TIIA41-TIM 33,00h
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 7 / UE UE-PERF-TIIA41-IA
EC Name LMD Level Period Language Ref. Hours
Classification of multidimensional signals
L1 L2 L3 M1 M2
FR PF-TIIA41-PI-MOBILITE —
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 7 / UE UE-PERF-TIIA41-PROJ
EC Name LMD Level Period Language Ref. Hours
Law and Ethics in AI
L1 L2 L3 M1 M2
FR PF-TIIA41-DROITIA 33,00h
Law and Ethics in Health and Mobility
L1 L2 L3 M1 M2
FR PF-TIIA41-DROITSMOB 33,00h
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 7 / UE UE-PERF-TIIA41-THEM

Semester 8

Teaching Unit (UE) Reference ECTS ECs
EC Name LMD Level Period Language Ref. Hours
Individualised work
L1 L2 L3 M1 M2
FR PF-TIIA42-INDIV —
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 8 / UE UE-PERF-TIIA42-AUTRE
Work experience UE-PERF-TIIA42-EXPE 11 0
EC Name LMD Level Period Language Ref. Hours
English
L1 L2 L3 M1 M2
EN PF-TIIA42-ANG 27,00h
Communication
L1 L2 L3 M1 M2
FR PF-TIIA42-COM 33,00h
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 8 / UE UE-PERF-TIIA42-HUM
EC Name LMD Level Period Language Ref. Hours
Machine learning 2
L1 L2 L3 M1 M2
FR PF-TIIA42-ML2 33,00h
Advanced Machine Learning 1
L1 L2 L3 M1 M2
FR PF-TIIA42-MLA1 33,00h
Perception
L1 L2 L3 M1 M2
FR PF-TIIA42-PERCEPTION 33,00h
Operations research applied to logistics
L1 L2 L3 M1 M2
FR PF-TIIA42-ROLOG 33,00h
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 8 / UE UE-PERF-TIIA42-IA
EC Name LMD Level Period Language Ref. Hours
Selection and training of convolutional models
L1 L2 L3 M1 M2
FR PF-TIIA42-PI-SANTE —
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 8 / UE UE-PERF-TIIA42-PROJ
EC Name LMD Level Period Language Ref. Hours
Acculturation in the healthcare sector
L1 L2 L3 M1 M2
FR PF-TIIA42-ACCULT-SANTE 33,00h
The basics of mobility
L1 L2 L3 M1 M2
FR PF-TIIA42-FOND-MOB 33,00h
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 8 / UE UE-PERF-TIIA42-THEM

Semester 9

Teaching Unit (UE) Reference ECTS ECs
Work experience UE-PERF-TIIA51-EXPE 11 0
EC Name LMD Level Period Language Ref. Hours
English
L1 L2 L3 M1 M2
EN PF-TIIA51-ANG 20,00h
Collaborative project management
L1 L2 L3 M1 M2
FR PF-TIIA51-GPC 33,00h
Management, Strategy and Finance
L1 L2 L3 M1 M2
FR PF-TIIA51-GSF 21,00h
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 9 / UE UE-PERF-TIIA51-HUM
EC Name LMD Level Period Language Ref. Hours
Reliability of information and AI tools
L1 L2 L3 M1 M2
FR PF-TIIA51-FIABILITE 33,00h
The Internet of Things and healthcare
L1 L2 L3 M1 M2
FR PF-TIIA51-IOT-SANTE 33,00h
Advanced Machine Learning 2
L1 L2 L3 M1 M2
FR PF-TIIA51-MLA2 33,00h
Embedded systems
L1 L2 L3 M1 M2
FR PF-TIIA51-SYSEMB 33,00h
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 9 / UE UE-PERF-TIIA51-IA
EC Name LMD Level Period Language Ref. Hours
Connected ambulance
L1 L2 L3 M1 M2
FR PF-TIIA51-PI —
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 9 / UE UE-PERF-TIIA51-PROJ
EC Name LMD Level Period Language Ref. Hours
Healthcare Data Management
L1 L2 L3 M1 M2
FR PF-TIIA51-DONNEES-SANTE 33,00h
Mobility environment
L1 L2 L3 M1 M2
FR PF-TIIA51-ENV-MOB 33,00h
AI in healthcare
L1 L2 L3 M1 M2
FR PF-TIIA51-IA-SANTE 33,00h
Advances in mobility research
L1 L2 L3 M1 M2
FR PF-TIIA51-RECHERCHE-MOB 24,00h
Information Technology and Artificial Intelligence Engineer (apprenticeship scheme) / Semester 9 / UE UE-PERF-TIIA51-THEM

Semester 10

Teaching Unit (UE) Reference ECTS ECs
Work experience UE-PERF-TIIA52-EXPE 30 0