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Courses

In this section, you will find all the courses that were taught to me at EPITA in the engineering cycle.

This corresponds to semesters 5 to 9, with semester 10 being dedicated to the end-of-studies internship. Semesters 1 to 4 of the preparatory cycle were mainly focused on mathematics, physics, electronics, and practical computing.

Semester 10

[Stage] End-of-study internship [ 30.00 ECTS ]
18.32
15.50
A
Code
Name
Coeff
Grade
Class
Level
Entreprise
Enterprise
10
17.96
15.02
B
Rapport
Report
10
17.00
15.63
B
Soutenance
Defense
10
20.00
15.85
A

Semester 9

[IAOT9] Tools and techniques for AI [ 5.00 ECTS ]
15.35
13.25
A
Code
Name
Coeff
Grade
Class
Level
CYBERML
Machine Learning for Cybersecurity
1
15.77
15.29
C
KANT
Knowledge extraction with Kantar
1
12.00
11.35
B
OCVX2
Convex Analysis of Mathematical Programming 2
1
16.00
14.54
B
THJX
Game Theory & Advanced Computing
1
16.00
9.08
B
VLAG
Very Large Graphs
1
17.00
15.91
B
[IAET9] AI & Enterprise [ 7.00 ECTS ]
16.00
14.34
B
Code
Name
Coeff
Grade
Class
Level
ALEIA
AI application on ALEIA
2
15.00
12.44
B
Big Data
Big Data
2
17.50
16.24
B
MLOPS
MLOps / embedded ML / Docker
2
15.50
14.34
C
[IAML9] AI & Machine Learning [ 4.00 ECTS ]
16.01
14.40
B
Code
Name
Coeff
Grade
Class
Level
DNN
Deep Neural Networks
2
16.00
15.40
B
IACOG
AI and Cognitive Science
1
14.53
12.09
B
MLBIO
Machine Learning for Biomedical
1
17.50
14.68
B
[CV] AI & Computer Vision [ 4.00 ECTS ]
16.13
13.07
B
Code
Name
Coeff
Grade
Class
Level
AAUTO
Self-supervised Learning & xAI
1
13.00
13.58
D
IRGPU
Rapid GPGPU Implementations
1
15.50
12.95
B
MLVC
ML-based Video Compression
1
20.00
15.08
A
MLVOT
ML-based Visual Object Tracking
1
16.00
10.41
B
[INF9] Computer Science [ 2.00 ECTS ]
16.76
14.71
B
Code
Name
Coeff
Grade
Class
Level
DEPLOY
Deployment
1
13.33
15.13
C
NoSQL
Denormalized data
1
20.00
18.76
A
SCALE
Development at scale
1
17.05
10.24
B
[SG9] Basic Sciences (Mathematics) [ 1.00 ECTS ]
18.00
15.02
A
Code
Name
Coeff
Grade
Class
Level
COQ
Verification
1
18.00
15.02
A
[MCE9] Management and Knowledge for the Enterprise [ 7.00 ECTS ]
16.75
14.79
B
Code
Name
Coeff
Grade
Class
Level
BIWI
Business Week (company creation simulation)
1
16.34
15.53
B
DR9
Negotiation / contract / personal branding / labor law
1
16.42
14.81
B
GRS
Risk management
1
15.15
15.89
D
QUANT
Quantum Computing
2
14.66
11.35
B
PFE_MAJEURE
Major End of Studies Project
2
20.00
14.54
A

Semester 8

[IAET8] AI - Enterprise [ 6.00 ECTS ]
15.36
13.49
B
Code
Name
Coeff
Grade
Class
Level
IDE1
Introduction to Data Engineering (1)
1
15.55
11.81
A
IDE2
Introduction to Data Engineering (2)
1
11.99
9.65
B
NLP1
Deep Learning, NLP and Data Management
1
16.00
13.94
B
NLP2
Natural Language Processing (2) (deep)
1
15.50
13.71
B
SYMAG_S8
Multi-Agent Systems
2
16.55
15.39
B
[IAOT8] AI - Tools and Techniques [ 6.00 ECTS ]
14.87
14.18
B
Code
Name
Coeff
Grade
Class
Level
ALGOREP_S8
Distributed Algorithms
1
16.00
15.07
B
MAZU
Microsoft Azure
1
18.00
16.27
A
OCVX1
Convex Analysis of Mathematical Programming 1
2
15.34
13.16
B
PPC
Constraint Programming [Step 1]
1
12.52
13.65
D
PYBD
Python for Big Data
1
12.00
12.90
D
[IAML8] AI - Machine Learning [ 5.00 ECTS ]
16.25
13.92
B
Code
Name
Coeff
Grade
Class
Level
FTML_S8
Theoretical Fundamentals in Machine Learning
3
16.75
14.54
A
IREN
Introduction to neural networks
1
17.00
13.73
B
REMA1
Recommender System / Matrix Factorization
1
14.00
14.60
C
[IASPE8] AI - Specialization [ 3.00 ECTS ]
16.50
13.14
B
Code
Name
Coeff
Grade
Class
Level
MLIC
From JPEG to ML-based Image Compression
undefined
14.00
13.44
C
CVID
Video Processing (blocks/nodes/mesh)
undefined
19.00
13.87
A
[SG8] Basic Sciences (Mathematics) [ 2.00 ECTS ]
18.75
13.91
A
Code
Name
Coeff
Grade
Class
Level
PBS2
Probability and Statistics 2
1
17.50
12.24
A
ERO2
Operational Research 2
1
20.00
15.65
A
[MCE8] Management and Knowledge for the Enterprise [ 8.00 ECTS ]
18.10
14.02
A
Code
Name
Coeff
Grade
Class
Level
DBRE
Intellectual Property Law
0.5
17.50
16.49
B
M_CRIN
MOOC: Becoming Creative and Innovative
0.5
15.50
14.39
C
MANC
Management and Interpersonal Communication
2
16.33
11.81
B
PFE_S8
Major End of Studies Project
4.5
19.26
14.57
A
RE_S8
Technological Conferences (S8)
0.5
18.00
14.87
A

Semester 7

[Stage] Internship [ 30.00 ECTS ]
16.87
14.61
B
Code
Name
Coeff
Grade
Class
Level
Entreprise
Enterprise
8.5
15.72
14.59
C
Rapport
Report
8.5
16.40
15.28
C
Anglais
English
4.5
14.00
12.15
B
Soutenance
Defense
8.5
20.00
15.28
A

Semester 6

[II2] Industrial Computing 2 [ 4.00 ECTS ]
19.64
13.94
A
Code
Name
Coeff
Grade
Class
Level
IDVOC
Introduction to DevOps and Craftmanship
1
20.00
13.78
A
NET2
Network Elements [2]
1
20.00
15.41
A
SEDE
Development Security
1
20.00
15.55
A
TI
Interface Technology
1
18.57
12.68
B
[APR2] Computer Workshops and Projects 2 [ 10.00 ECTS ]
18.63
12.21
A
Code
Name
Coeff
Grade
Class
Level
CPP
C++ Programming Workshop
1.1
17.92
13.09
A
JAVA
JAVA Workshop
1.1
20.00
15.86
A
JS
JS Workshop
1.1
20.00
10.42
A
JWS
JAVA WEB SERVICES Project
1.1
20.00
13.00
A
PING
End of ING1 Project
2.3
20.00
14.86
A
TC
Tiger Project
3.3
16.50
11.24
B
[MAT2] Mathematics 2 [ 4.00 ECTS ]
12.54
9.51
A
Code
Name
Coeff
Grade
Class
Level
CAMA
Matrix Calculation
1.3
10.29
5.57
A
CHIFR
Encryption and Correcting Codes
0.7
14.00
12.51
B
PBS1
Probability and Statistics 1
2
13.49
11.03
B
[IF2] Fundamental Computing 2 [ 4.00 ECTS ]
18.22
13.25
A
Code
Name
Coeff
Grade
Class
Level
LOFO
Formal Logic
1
17.36
12.31
A
MOB2
Object Programming 2
1
18.34
12.60
A
THEG
Graph Theory
1.5
20.00
15.69
A
TYLA
Typology and Languages
0.5
14.40
10.10
A
[IRT1] Innovation, research and technical deepening [ 3.00 ECTS ]
16.09
12.97
B
Code
Name
Coeff
Grade
Class
Level
ERO1
Elements of Operational Research 1
1.5
16.00
13.43
B
TIFIR
Elective Exposure and Introduction to Research
0.75
15.00
12.50
B
TIFT
Elective Technique
0.75
17.38
12.98
B
[MSH2] Management and Human Sciences 2 [ 3.00 ECTS ]
15.25
12.97
B
Code
Name
Coeff
Grade
Class
Level
COMM2
Written Communication
0.6
16.25
13.30
B
CPT
Design
0.6
15.56
10.17
A
ETHIX
Ethics
0.6
16.00
14.07
B
ANGL-1_S6
English
0.6
12.90
11.29
B
ODP2CO
Development of collaboration soft skills
0.6
15.50
12.71
B
[CCE2] Culture and knowledge for the enterprise 2 [ 2.00 ECTS ]
16.93
14.67
A
Code
Name
Coeff
Grade
Class
Level
GEPRO
Project Management
0.5
17.00
13.28
A
MARK
Marketing
0.5
16.66
15.30
B
REPP
Professional project
0.5
17.00
13.94
B
M_SST_SI6
MOOC Health and Safety at Work
0.5
17.05
16.86
D

Semester 5

[HM] Mathematical Harmonization [ 3.00 ECTS ]
13.71
11.63
B
Code
Name
Coeff
Grade
Class
Level
APXF
Function approximation
1.2
16.45
12.37
A
FPVA
Functions with several variables
0.6
12.93
10.26
B
FOLO
Logical formalization
0.6
8.25
10.56
D
INT
Generalized integrals and sequences of integrals
0.6
14.50
12.95
C
[MAT1] Mathematics 1 [ 4.00 ECTS ]
14.95
11.43
A
Code
Name
Coeff
Grade
Class
Level
CPXA
Complexity of algorithms
2
14.57
12.40
B
MASI
Signal mathematics
1
15.50
10.32
B
STA
Algebraic Structures
1
15.16
11.86
B
[IF1] Fundamental Computing 1 [ 4.00 ECTS ]
15.18
10.67
A
Code
Name
Coeff
Grade
Class
Level
MOB1
Object Programming 1
1
10.74
8.28
A
PFON
Functional Programming
1
14.02
10.21
A
THL
Language Theory
2
17.98
12.11
A
[II1] Industrial Computing 1 [ 4.00 ECTS ]
15.18
11.12
A
Code
Name
Coeff
Grade
Class
Level
ASM
Assembly
1
17.90
13.55
A
NET1
Networks
1
16.50
12.97
B
SYS1
Systems
1
11.32
8.65
B
[APR1] Computer Workshops and Projects 1 [ 10.00 ECTS ]
17.55
13.51
B
Code
Name
Coeff
Grade
Class
Level
CNIX
C/UNIX Workshop
3.4
20.00
17.88
A
A-SQL
SQL Workshop
1.65
20.00
18.36
A
PPEX
Mini-Project C/UNIX
1.65
16.48
8.19
A
P_42SH
42SH Project
3.3
14.34
10.45
B
[MSH1] Management and Human Sciences 1 [ 3.00 ECTS ]
16.11
13.67
B
Code
Name
Coeff
Grade
Class
Level
COMM1
Oral communication
0.6
16.11
14.40
C
ODP1
Personal organization and development [1]
1.2
17.91
14.78
B
EQIT
Society, Equality and Diversity
0.6
14.00
13.35
C
LV
Foreign language
0.6
14.60
12.47
C
[CCE1] Culture and knowledge for the enterprise [ 3.00 ECTS ]
12.19
12.07
C
Code
Name
Coeff
Grade
Class
Level
DDPP
Sustainable Development, first steps
0.75
13.85
13.35
C
DENT
Enterprise Discovery
0.75
15.50
13.28
B
DRG1_S5
General Law
0.75
8.00
10.35
D
RSE
Corporate Social Responsibility
0.75
11.40
11.31
C
The "Level" column indicates my ranking compared to other students in the class:
  • A: Top 10%
  • B: Top 35%
  • C: Top 65%
  • D: Top 90%
  • E: The remaining 10%