Software Engineering and Statistics
| YEAR 3 |
| Semester 5 |
ECTS |
450h
|
|
111910
|
UE 5-1 - Fundamental of Mathematics
|
7.25
|
100h
|
|
111031
|
Mathematical up grade
|
|
25h
|
|
111034
|
Probabilities and Statistical up grade
|
|
25h
|
|
111110
|
Mathematical Structures
|
5
|
50h
|
|
111112
|
Mathematical Structures (renf. maths)
|
|
25h
|
|
111220
|
Probabilities 1
|
2.25
|
25h
|
|
111920
|
UE 5-2 - Fundamentals of Computing 1
|
8.5
|
125h
|
|
111033
|
Programming up grade
|
|
25h
|
|
111120
|
Algorithmics and Programming
|
5
|
55h
|
|
111122
|
Algorithmics and Programming (renf info)
|
|
25h
|
|
111190
|
Material
|
1.75
|
25h
|
|
111200
|
Graph Theory and Combinatorial Analysis
|
1.75
|
20h
|
|
111930
|
UE 5-3 - Databases
|
6
|
75h
|
|
111320
|
Databases and Computer Analysis
|
4
|
50h
|
|
111321
|
Database project
|
2
|
25h
|
|
111940
|
UE 5-4 - Economics, Soft Skills
|
5.25
|
100h
|
|
111023
|
Sport
|
0.75
|
25h
|
|
111051
|
Career Planning
|
0.75
|
10h
|
|
111054
|
Communication Skills and Project management
|
0.75
|
15h
|
|
111160
|
Economic Environment
|
1.5
|
25h
|
|
111170
|
Marketing
|
1.5
|
25h
|
|
111960
|
UE 5-5 Languages (English+a second language)
|
3
|
50h
|
|
111010
|
Second language
|
1
|
25h
|
|
111012
|
German
|
1
|
25h
|
|
111013
|
Spanish
|
1
|
25h
|
|
111014
|
French
|
1
|
25h
|
|
111011
|
English
|
2
|
25h
|
|
111961
|
Remedial English TOEIC
|
|
15h
|
|
| |
| |
| |
| Semester 6 |
ECTS |
450h
|
|
112910
|
UE 6-1 - Probabilities and Statistics
|
5.5
|
75h
|
|
112240
|
Inferential Statistics
|
3.5
|
50h
|
|
112250
|
Probabilities 2
|
2
|
25h
|
|
112920
|
UE 6-2 - Basics of Computing 2
|
5.5
|
75h
|
|
112150
|
Graph theory and Combinatorial Analysis
|
1.5
|
14h
|
|
112180
|
Data Structures
|
2.75
|
41h
|
|
112310
|
Graph Programming Project Work
|
1.25
|
20h
|
|
112930
|
UE 6-3 - Systems and Networks
|
5.25
|
75h
|
|
112270
|
Operating Systems
|
3.5
|
50h
|
|
112290
|
Introduction to Network
|
1.75
|
25h
|
|
112940
|
UE 6-4 - Soft Skills
|
3.75
|
75h
|
|
112023
|
Sports
|
0.75
|
25h
|
|
112052
|
Corporate Communication
|
0.75
|
15h
|
|
112053
|
Communication Skills and Team management
|
0.75
|
10h
|
|
112230
|
General Accouting
|
1.5
|
25h
|
|
112950
|
UE 6-5 - Calculus and Compilation
|
7
|
100h
|
|
112260
|
Numerical calculus
|
3.5
|
50h
|
|
112300
|
Languages and Translators
|
3.5
|
50h
|
|
112960
|
UE 6-6 Languages (English+a second language)
|
3
|
50h
|
|
112010
|
Second language
|
1
|
25h
|
|
112012
|
German
|
1
|
25h
|
|
112013
|
Spanish
|
1
|
25h
|
|
112014
|
French
|
1
|
25h
|
|
112011
|
English
|
2
|
25h
|
|
112961
|
Remedial English TOEIC
|
|
20h
|
|
| |
| |
| |
| YEAR 4 |
| Semester 7 |
ECTS |
450h
|
|
113910
|
UE 7-1 - Advanced Statistics
|
5.25
|
75h
|
|
113330
|
Exploratory statistics
|
3
|
40h
|
|
113350
|
Statistical Modelling
|
2.25
|
35h
|
|
113920
|
UE 7-2 - Software Engineering
|
5.75
|
90h
|
|
113055
|
Project Management
|
0.75
|
10h
|
|
113390
|
Object-oriented Programming
|
2
|
55h
|
|
113400
|
Database Management System (DBMS)
|
1.5
|
25h
|
|
113921
|
Object oriented Programming Project
|
1.5
|
22h
|
|
113930
|
UE 7-3 - Systems and Advanced Networks
|
6.25
|
95h
|
|
113320
|
System and Network Project
|
1.75
|
25h
|
|
113370
|
Network
|
3.25
|
50h
|
|
113380
|
C and Advances Systems
|
1.25
|
25h
|
|
113940
|
UE 7-4 - Soft Skills
|
4.5
|
65h
|
|
113310
|
Communication SKills
(Assessment of the industrial placement carried out during the semester 6)
|
0.75
|
10h
|
|
113340
|
Financial Management
|
1.5
|
25h
|
|
113430
|
Management
|
1.5
|
20h
|
|
113941
|
Introduction to Research
|
0.75
|
10h
|
|
113950
|
UE 7-5 - Numerical Optimization
|
5.25
|
75h
|
|
113360
|
Operational Research
|
3.5
|
50h
|
|
113420
|
Numerical Calculus
|
1.75
|
25h
|
|
113960
|
UE 7-6 - Languages (English + a second language)
|
3
|
50h
|
|
113010
|
Second Language
|
1
|
25h
|
|
113012
|
German
|
1
|
25h
|
|
113013
|
Spanish
|
1
|
25h
|
|
113014
|
French
|
1
|
25h
|
|
113011
|
English
|
2
|
25h
|
|
113961
|
Remedial English TOEIC
|
|
20h
|
|
| |
| |
| |
| Semester 8 |
ECTS |
450h
|
|
114910
|
UE 8-1 - Probabilistic Modelling and Random Processes
|
7
|
105h
|
|
114460
|
Stochastic Processes
|
2.5
|
44h
|
|
114470
|
Advanced Statistical Modelling
|
2
|
30h
|
|
114520
|
Statistics Project
|
1
|
16h
|
|
114821
|
Stochastic Processes - Project
|
1.5
|
16h
|
|
114920
|
UE 8-2 - Software Systems
|
6.5
|
100h
|
|
114500
|
Software Architecture
|
2.25
|
50h
|
|
114510
|
Object-oriented Information Systems
|
1.5
|
25h
|
|
114540
|
Fundamentals of Artificial Intelligence
|
1.5
|
25h
|
|
114921
|
Sofware Architecture Project
|
1.25
|
14h
|
|
114930
|
UE 8-3 - Information Systems Management
|
6.5
|
100h
|
|
114450
|
Management Control
|
1.5
|
25h
|
|
114530
|
Software Engineering
|
1.5
|
25h
|
|
114610
|
Information System Project
|
3.5
|
50h
|
|
114950
|
UE 8-5 - Assistant Engineer Placement : Starting in mid-May (10-13 weeks)
|
7
|
95h
|
|
114640
|
Stage
|
7
|
95h
|
|
114970
|
UE 8-4 Languages (English + a second language)
|
3
|
50h
|
|
114010
|
Second Language
|
1
|
25h
|
|
114012
|
German
|
1
|
25h
|
|
114013
|
Spanish
|
1
|
25h
|
|
114014
|
French
|
1
|
25h
|
|
114011
|
English
|
2
|
25h
|
|
114971
|
Remedial English TOEIC
|
|
20h
|
|
| |
| |
| |
| YEAR 5 |
| Semester 9 |
ECTS |
450h
|
|
115200
|
UE 9-2 - Elective Modules : 4 courses to be chosen from the following
|
7
|
100h
|
|
115030
|
Options de département
|
7
|
100h
|
|
115021
|
Artificial Intelligence
|
1.75
|
25h
|
|
115022
|
System and Network Security
|
1.75
|
25h
|
|
115023
|
Data mining
|
1.75
|
25h
|
|
115024
|
Reliability, Quality
|
|
25h
|
|
115025
|
Mathematics of new financial products
|
1.75
|
25h
|
|
115026
|
Data Processing
|
|
25h
|
|
115027
|
High performance Calculation
|
1
|
25h
|
|
115028
|
Performance of Financial Markets
|
|
25h
|
|
115029
|
Statistical Methods for Marketing
|
1.75
|
25h
|
|
115031
|
Software Engineering
|
1.75
|
25h
|
|
115032
|
Biostatistics
|
1.75
|
25h
|
|
115810
|
UE 9-3 - Accounting, Management, Communication 3
|
6
|
150h
|
|
115016
|
Legislation and Contract Negociations
|
1.5
|
25h
|
|
115020
|
Management Simulation
|
1.5
|
25h
|
|
925500
|
Cross-Disciplinary modules - 2 courses to be chosen from the following list
|
|
50h
|
|
925505
|
Methods and Tools for Substainable
|
|
25h
|
|
925523
|
Management of High-Tech Innovation and Technological Watch
|
|
25h
|
|
925530
|
Integrated Design of Engineering Systems
|
|
25h
|
|
925537
|
Logistics
|
|
25h
|
|
925560
|
Industrial Audit
|
|
24h
|
|
925561
|
Industrial Crisis Management
|
|
24h
|
|
925565
|
Introduction to Radio Frequency Identification RFID
|
|
25h
|
|
925566
|
Intercultural Management
|
|
25h
|
|
925570
|
B to B Marketing
|
|
25h
|
|
925571
|
Sustainable Energy
|
|
25h
|
|
925572
|
Corporate Simulation Models
|
|
24h
|
|
925573
|
Workplace Safety : Regulations Volontary Safety Standards
|
|
25h
|
|
925575
|
Biopolymers : sustainable materials
|
|
25h
|
|
925580
|
Welding and Brazing Assembly
|
|
25h
|
|
925581
|
Economic Intelligence
|
|
25h
|
|
925582
|
Change Management
|
|
25h
|
|
115820
|
UE 9-1 - Specialisation courses
|
7
|
100h
|
|
115015
|
Distributed Computing Systems
|
1.75
|
25h
|
|
115017
|
Advanced Optimisation Methods
|
1.75
|
25h
|
|
115018
|
Time Series
|
1.75
|
25h
|
|
115019
|
Financial Engineering
|
1.75
|
25h
|
|
115830
|
UE 9-4 - Final year Project
|
7
|
100h
|
|
115100
|
Final year Project
|
7
|
100h
|
|
115840
|
UE 9-5 Languages (English + a second language)
|
3
|
|
|
115010
|
Second Language
|
1
|
20h
|
|
115012
|
German
|
1
|
20h
|
|
115013
|
Spanish
|
1
|
20h
|
|
115014
|
French
|
1
|
20h
|
|
115011
|
English
|
2
|
20h
|
|
115841
|
Remedial English or professional language
|
0
|
10h
|
|
| |
| |
| |
| Semester 10 |
ECTS |
450h
|
|
116100
|
UE 10-2 Engineer Placement : 5 months starting in february
|
23
|
350h
|
|
116030
|
Engineer Placement
|
23
|
350h
|
|
116830
|
UE 10-1 Final Year Project
|
7
|
100h
|
|
116020
|
Final Year Project
|
7
|
100h
|
|
| |
| |
| |
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Guide for international students : many informations about fees, accomodation, transports...
