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Computer Science

COMPUTER SCIENCE - 1st YEAR (Bac+3)


Code Title of the course CM TD TP PRJ Total ECTS
1st semester : September-January (Semestre 5)
G3SGLVS1 M.E. Modern Languages 5 3
G3SGANG1 English 34.5 34.5 3
G3SGBO1 Optional Language 0
G3SGCES1 M.E. Corporate Management and Humanities 5 3
G3SGEI Industry Survey 3 3 1
G3SGS1 Sports 18 18 1
G3SGTEC1 Techniques of expression and communication 22 22 1
G3SGOBI1 M.E. Basic Science for Engineers 1 11
G3SGATD Introduction to signal processing 15 7.5 13.5 36 3
G3SGINF Introduction to Computer Science and Programming 12 12 24 48 3
G3SGMPI Mathematics 25.5 36 9 70.5 5
G3SIASR1 M.E. Computer Architecture, Systems and Networks I 8
G3SIAO Computer architecture 18 18 9 45 3
G3SIR Computer networks 18 13.5 8 39.5 2
G3SISE Operating systems 15 15 15 5 50 3
G3SIIF1 M.E. Computer Science I 5
G3SIA Algorithmic 12 15 5 32 3
G3SISDD Discrete Structures and Advanced Programming 9 9 5 23 2
2nd semester : February-June (Semestre 6)
G3SGLVS2 M.E. Modern Languages 6 3
G3SGANG2 English 37.5 37.5 3
G3SGBO3 Optional Language 0
G3SGCES2 M.E. Corporate Management and Humanities 6 3
G3SGBO4 Optional Activity 0
G3SGEG General Economics 19.5 19.5 1
G3SGS2 Sports 18 18 1
G3SGSI International mobility project 3 6 9 1
G3SIIF2 M.E. Computer Science II 7
G3SIAA Advanced algorithmic 12 15 27 3
G3SIC Theory of Compilation 12 7.5 7.5 5 32 2
G3SITL Programming language theory 12 12 5 29 2
G3SIOBI2 M.E. Engineering Sciences II 5
G3SIL Mathematical Logic 10.5 21 31.5 3
G3SGPS Probabilities and Statistics 16.5 27 43.5 2
G3SIPL2 M.E. Programming languages and paradigms I 5
G3SIPO Object-oriented programming (Java) 10.5 10.5 15 36 3
G3SISLP Programming language semantics 15 15 30 2
G3SISIA2 M.E. Information systems and Software architecture I 7
G3SIBD Databases 18 18 18 54 4
G3SIMSI Modeling languages (UML/OCL) 18 18 5 41 3

COMPUTER SCIENCE - 2nd YEAR (Bac+4)


Code Title of the course CM TD TP PRJ Total ECTS
1st semester : September-January (Semestre 7)
G4SGLVS1 M.E. Modern Languages 7 3
G4SGANG1 English 36 36 3
G4SGBO1 Optional Language 0
G4SGCES1 M.E. Corporate Management and Humanities 7 3
G4SGBO2 Optional Activity 0
G4SGIP Team Management and Employment 19.5 19.5 1
G4SGPCE Entrepreneurship Project 8 18 26 1
G4SGSDE First Internship 1
G4SIAO1 M.E. Algorithmic and Optimization 8
G4SIAG Graphs and Algorithms 18 18 36 3
G4SIOC Combinatorial Optimization 15 15 9 5 44 3
G4SIOL Linear optimization 10.5 13.5 9 33 2
G4SIPL1 M.E. Programming languages and paradigms II 8
G4SICPP C++ 18 18 5 41 3
G4SIPLO Logic Programming 12 12 12 5 41 3
G4SIROB Robotic Programming 12 12 24 2
G4SISIA1 M.E. Information systems and Software architecture II 8
G4SIGLA Advanced Software engineering 18 18 5 41 3
G4SIPW Web development 9 12 5 26 2
G4SIWIA Semantic Web 15 15 30 3
2nd semester : January-May (Semestre 8)
G4SGLVS2 M.E. Modern Languages 8 3
G4SGANG2 English 27 27 3
G4SGBO3 Optional Language 0
G4SGCES2 M.E. Corporate Management and Humanities 8 3
G4SGBO4 Optional Activity 0
G4SGDD Introduction to Sustainability 15 15 1
G4SGQSE Quality, Sécurity, Environment 12 12 1
G4SGSDF Operational Safety 9 9 1
G4SIAR2 M.E. Computer Architecture, Systems and Networks II 5
G4SIAS IT Administration 18 18 36 3
G4SIIG Graphical user interfaces 12 12 5 29 2
G4SIPCS2 M.E. Projets, Seminars, Internship 10
G4SICO Seminars and conferences 12 12 0
G4SIGP Project management 10.5 4.5 15 0
G4SIPB Bibliographic project 3 5 8 1
G4SIPR Student Project 50 50 9
G4SISI3 M.E. Information systems and Software architecture III 9
G4SIBDA Advanced Databases 18 18 36 3
G4SIMRC Knowledge Representation and Modeling 18 18 36 3
G4SIPF Functional programming 12 12 12 5 41 3

COMPUTER SCIENCE - 3rd YEAR (Bac+5)


Code Title of the course CM TD TP PRJ Total ECTS
1st semester : September-February (Semestre 9)
G5SGLVS1 M.E. Modern Languages 9 3
G5SGANG1 English 42 42 3
G5SGBO1 Optional Language 0
G5SGCES1 M.E. Corporate Management and Humanities 9 3
G5SGBO2 Optional Activity 0
G5SGDP Project Management 10.5 10.5 0.5
G5SGDT Labor Law 10.5 10.5 0.5
G5SGE Ethics 13.5 13.5 0.5
G5SGJE Business Simulation 19 19 1
G5SGMI Intercultural Management 10.5 10.5 0.5
G5SIAO1 M.E. Decision models and Optimization 9
G5SIACP Machine learning, constraints and planning 15 6 21 2
G5SIAD Models for decision making 9 6 15 2
G5SICOA Seminars and Conferences 30 30 1
G5SIMP Planning models and Case study 6 3 3 12 1
G5SIRO Operations Research 18 9 27 3
G5SIASR1 M.E. Computer Architecture, Systems and Networks III 6
G5SIAPD Parallel and Distributed Systems 18 18 5 41 2
G5SIGRI Network management 15 12 18 5 50 2
G5SISC Security and Cryptography 18 9 9 5 41 2
G5SIP1 M.E. Project 3
G5SIPFE Final Project (PFE) 21 100 121 2
G5SIST Second year internship 1
G5SIRA1 M.E. Information retrieval and Content analysis 9
G5SIFDT Text mining 12 12 24 2
G5SIGCW Web content management 9 6 15 1
G5SIMAI Information retrieval 6 15 21 2
G5SIRS Social Networks 15 6 21 2
G5SITAL Content analysis 12 12 24 2
G5SISIA1 M.E. Information systems and Software architecture IV 6
G5SIPP Programming paradigms and design patterns 18 12 5 35 2
G5SIPWA Advanced Web development 12 18 6 5 41 2
G5SITID Data analysis 18 18 36 2
2nd semester : March-September (Semestre 10)
G5SIST2 M.E. Final internship 30
G5SISFE Third year internship 30