Diplôme d’ingénieur en Intelligence Artificielle et Sciences de Données

Premier semestre

Unité d’EnseignementVHS
C/TD/TP
VHH Total
C/TD/TP
V.H. HebdomadaireCoefCréditsMode d’évaluation
CTDTPTravail PersonnelContinuExamen
UE Fondamentales 1.1225h15h6h6h3h0715
Foundational Mathematics135h9h4h304h304940%60%
Data Structures and Algorithms 190h6h1h301h303h3640%60%
UE Methodologiques 1.145h3h1h301h300034
Digital Systems45h3h1h301h303440%60%
UE Découvertes 1.145h3h1h3001h30024
Information Technology Essentials45h3h1h301h302440%60%
UE Transversales 1.167h304h300h453h450027
English 145h3h3h1440%60%
Critical Thinking and Creativity Skills22h301h300h450h451340%60%
Sous-Total par Semaine25h309h4511h154h3001430
Total Semestre 1 (15 Semaines)382h30146h15168h4567h300

Deuxième semestre

Unité d’EnseignementVHS
C/TD/TP
VHH Total
C/TD/TP
V.H. HebdomadaireCoefCréditsMode d’évaluation
CTDTPTravail PersonnelContinuExamen
UE Fondamentales 2.1135h9h3h1h304h300712
Object Oriented Programming67h304h301h301h301h304640%60%
Introduction to Linux 67h304h301h303h3640%60%
UE Methodologiques 2.1225h15h7h307h30001015
Linear Algebra90h6h3h3h4640%60%
Mathematical Analysis 190h6h3h3h3640%60%
Introduction to Statistics45h3h1h301h303340%60%
UE Transversales 2.145h3h03h0013
English 245h3h3h1340%60%
Sous-Total par Semaine27h10h3012h4h3001830
Total Semestre 2 (15 Semaines)405h157h3018067h300

Troisième semestre

Unité d’EnseignementVHS
C/TD/TP
VHH Total
C/TD/TP
V.H. HebdomadaireCoefCréditsMode d’évaluation
CTDTPTravail PersonnelContinuExamen
UE Fondamentales 3.1180h12h4h306h1h300914
Data Structures and Algorithms 267h304h301h301h301h304540%60%
Mathematical Logic45h3h1h301h302440%60%
Mathematical Analysis 267h304h301h303h3540%60%
UE Methodologiques 3.1180h12h4h303h4h300715
Databases67h304h301h301h301h303540%60%
Probability45h3h1h301h302440%60%
Web Development67h304h301h303h2640%60%
UE Transversales 3.122h301h301h3000011
Introduction to Business22h301h301h301140%60%
Sous-Total par Semaine25h3010h309h6h01730
Total Semestre 1 (15 Semaines)382h30157h30135h90h0

Quatrième semestre

Unité d’EnseignementVHS
C/TD/TP
VHH Total
C/TD/TP
V.H. HebdomadaireCoefCréditsMode d’évaluation
CTDTPTravail PersonnelContinuExamen
UE Fondamentales 4.1180h12h4h304h303h0914
Theory of Computing45h3h1h301h303440%60%
Operating Systems67h304h301h301h301h303540%60%
Computer Architecture67h304h301h301h301h303540%60%
UE Methodologiques 4.1180h12h6h4h301h300914
Statistical Inference45h3h1h301h303440%60%
Introduction to AI90h6h3h1h301h304640%60%
Mathematical Analysis 345h3h1h301h302440%60%
UE Découvertes 4.122h301h30001h30012
Electronic Circuits Labs22h301h301h301240%60%
Sous-Total par Semaine25h3010h309h6h01930
Total Semestre 2 (15 Semaines)382h30157h3013590h0

Cinquième semestre

Unité d’EnseignementVHS
C/TD/TP
VHH Total
C/TD/TP
V.H. HebdomadaireCoefCréditsMode d’évaluation
CTDTPTravail PersonnelContinuExamen
UE Fondamentales 5.1112h307h303h1h303h079
Data Mining67h304h301h303h4540%60%
Operations Research45h3h1h301h303440%60%
UE Methodologiques 5.1195h13h5h4h303h300915
Stochastic Modelling and Simulation60h4h2h1h300h303540%60%
Software Engineering67h304h301h301h301h303540%60%
Networks and Protocols67h304h301h301h301h303540%60%
UE Transversales 5.1101h156h453h0h453h036
Mobile Development67h304h301h303h2540%60%
Entrepreneurship and Innovation33h452h151h300h451140%60%
Sous-Total par Semaine27h1511h6h459h3001930
Total Semestre 1 (15 Semaines)408h45165h101h15142h300

Sixième semestre

Unité d’EnseignementVHS
C/TD/TP
VHH Total
C/TD/TP
V.H. HebdomadaireCoefCréditsMode d’évaluation
CTDTPTravail PersonnelContinuExamen
UE Fondamentales 6.1172h3011h305h3h3h300711
Machine Learning112h307h303h1h303h4640%60%
Numerical Methods and Optimisation60h4h2h1h300h303540%60%
UE Methodologiques 6.1187h30144h304h305h3h1117
Time Series Analysis and Classification52h303h301h301h300h303540%60%
Advanced Databases67h304h301h301h301h303540%60%
Computer and network Security67h304h301h301h301h303540%60%
Group-Project22h301h301h303h22100%
UE Transversales 6.130h2h1h300h300012
Project Management Project Management30h2h1h300h301240%60%
Sous-Total par Semaine27h3011h8h8h303h1930
Total Semestre 2 (15 Semaines)412h30165h120h127h3045h

Septième semestre

Unité d’EnseignementVHS
C/TD/TP
VHH Total
C/TD/TP
V.H. HebdomadaireCoefCréditsMode d’évaluation
CTDTPTravail PersonnelContinuExamen
UE Fondamentales 7.1157h3010h304h3006h0811
Natural Language Processing90h6h3h3h4640%60%
Deep Learning67h304h301h303h4540%60%
UE Methodologiques 7.1180h12h4h303h4h303h915
Human Computer Interaction45h3h1h301h302340%60%
Wireless Communication Networks and Systems67h304h301h301h301h303540%60%
Introduction to Mobile Robotics67h304h301h301h301h302540%60%
Internship Project003h22100%
UE Découvertes 7.122h301h301h3000011
AI and Ethics22h301h301h301140%60%
UE Transversales 7.122h301h301h3000023
Selected topics in AI-Technology45h3h1h301h302340%60%
Sous-Total par Semaine27h12h4h3010h303h2030
Total Semestre 1 (15 Semaines)405h180h67h30157h3045h

Huitième semestre

Unité d’EnseignementVHS
C/TD/TP
VHH Total
C/TD/TP
V.H. HebdomadaireCoefCréditsMode d’évaluation
CTDTPTravail PersonnelContinuExamen
UE Fondamentales 8.1225h15h7h3007h3001016
Computer Vision90h6h3h3h4640%60%
Big Data Analytics and Visualization 90h6h3h3h3640%60%
Reinforcement Learning45h3h1h301h303440%60%
UE Methodologiques 8.190h6h3h03h058
Speech Processing45h3h1h301h303440%60%
High Performance Computing45h3h1h301h302440%60%
UE Découvertes 8.145h3h1h3001h30024
Enterprise Computing45h3h1h301h302440%60%
UE Transversales 8.122h301h301h3000012
Academic Communication and Research22h301h301h301240%60%
Sous-Total par Semaine25h3013h30012h01830
Total Semestre 2 (15 Semaines)382h30202h3001800

Neuvième semester

Unité d’EnseignementVHS
C/TD/TP
VHH Total
C/TD/TP
V.H. HebdomadaireCoefCréditsMode d’évaluation
CTDTPTravail PersonnelContinuExamen
UE Fondamentales 9.10000025h130
Final Year Project025h130100%
Sous-Total par Semaine000025h130
Total Semestre 1 (15 Semaines)0000375h

Dixième semestre

Unité d’EnseignementVHS
C/TD/TP
VHH Total
C/TD/TP
V.H. HebdomadaireCoefCréditsMode d’évaluation
CTDTPTravail PersonnelContinuExamen
UE Fondamentales 9.10000025h130
Final Year Project025h130100%
Sous-Total par Semaine000025h130
Total Semestre 1 (15 Semaines)0000375h