Data Science 2024-25
Block "Projects & SHS"
Courses
Language
Master 1
Master 2
Specialisations/Orientations
Exam
Credits / Coefficient
EN
- Individual project: 2h
- Individual project: 2h
Winter/Summer session
During the semester
During the semester
12
Group 1
Courses
Language
Master 1
Master 2
Specialisations/Orientations
Exam
Credits / Coefficient
EN
- Courses: 2h
- Course based project: 2h
-
Winter session
Written
Written
8
EN
- Courses: 4h
- Exercises: 2h
-
Winter session
Written
Written
8
EN
- Courses: 3h
- Exercises: 1h
- Course based project: 2h
-
Winter session
Written
Written
8
EN
- Courses: 4h
- Exercises: 2h
- Course based project: 2h
-
Winter session
Written
Written
8
EN
-
- Courses: 3h
- Exercises: 1h
- Course based project: 2h
Summer session
During the semester
During the semester
8
EN
-
- Courses: 2h
- Exercises: 2h
- Lab: 1h
Summer session
Written
Written
8
EN
-
- Courses: 4h
- Exercises: 2h
Summer session
Written
Written
8
EN
-
- Courses: 2h
- Exercises: 2h
- Lab: 2h
Summer session
Written
Written
8
Group 2 : Options
Courses
Language
Master 1
Master 2
Specialisations/Orientations
Exam
Credits / Coefficient
EN
-
- Courses: 2h
- Course based project: 2h
Summer session
During the semester
During the semester
6
EN
- Courses: 4h
- Exercises: 2h
-
Winter session
Written
Written
8
EN
-
- Courses: 3h
- Exercises: 1h
- Course based project: 2h
Summer session
Written
Written
8
EN
- Courses: 2h
- Exercises: 2h
- Course based project: 3h
-
Winter session
During the semester
During the semester
6
EN
-
- Courses: 2h
- Exercises: 2h
Summer session
During the semester
During the semester
5
EN
- Courses: 2h
- Exercises: 2h
-
Winter session
Written
Written
4
EN
- Courses: 1h
- TP: 1h
- Course based project: 2h
-
Winter session
Written
Written
4
EN
-
- Courses: 2h
- Exercises: 1h
Summer session
During the semester
During the semester
4
EN
- Courses: 2h
- Exercises: 2h
-
Winter session
During the semester
During the semester
6
EN
-
- Courses: 2h
- Exercises: 2h
Summer session
Written
Written
5
EN
-
- Courses: 2h
- Exercises: 2h
Summer session
Written
Written
5
Computational photography (This course will be last given in spring 2025)
CS-413 / Section SC
EN
-
- Courses: 2h
- Course based project: 2h
Summer session
During the semester
During the semester
6
Computers and music (Pas donné en 2024-25)
COM-418 / Section SC
EN
-
- Courses: 2h
- Exercises: 1h
Summer session
Oral
Oral
6
EN
- Courses: 2h
- Exercises: 1h
- Lab: 2h
-
Winter session
Written
Written
6
EN
- Courses: 4h
- Exercises: 2h
-
Winter session
Written
Written
8
EN
-
- Courses: 2h
- Course based project: 2h
Summer session
During the semester
During the semester
6
EN
-
- Courses: 2h
- Exercises: 2h
Summer session
During the semester
During the semester
4
Deep learning in biomedicine (Pas donné en 2024-25)
CS-502 / Section IN
EN
-
- Courses: 2h
- Exercises: 1h
- Course based project: 2h
Summer session
During the semester
During the semester
6
Deep reinforcement learning (Pas donné en 2024-25)
CS-456 / Section IN
EN
-
- Courses: 2h
- Exercises: 1h
- Lab: 1h
Summer session
Written
Written
6
EN
-
- Courses: 2h
- Course based project: 2h
Summer session
Written
Written
6
EN
- Courses: 2h
- Exercises: 1h
- Lab: 3h
-
Winter session
Written
Written
8
EN
- Courses: 2h
- Exercises: 1h
- Course based project: 1h
-
Winter session
Written
Written
6
EN
- Courses: 2h
- Lab: 2h
- Course based project: 1h
-
Winter session
Oral
Oral
5
EN
- Courses: 2h
- Course based project: 2h
-
Winter session
During the semester
During the semester
4
EN
- Courses: 2h
- Exercises: 2h
- Course based project: 2h
-
Winter session
During the semester
During the semester
6
EN
-
- Courses: 2h
- TP: 2h
Summer session
During the semester
During the semester
4
EN
- Courses: 4h
- Exercises: 2h
-
Winter session
Written
Written
8
EN
- Courses: 3h
- Exercises: 3h
-
Winter session
During the semester
During the semester
6
EN
-
- Courses: 2h
- Exercises: 1h
- Course based project: 1h
Summer session
During the semester
During the semester
6
EN
-
- Courses: 2h
- Exercises: 1h
- Lab: 2h
Summer session
During the semester
During the semester
6
EN
- Courses: 2h
- Exercises: 2h
-
Winter session
Written
Written
6
COM-490 / Section SC
EN
-
- TP: 4h
Summer session
During the semester
During the semester
6
EN
-
- Courses: 2h
- Exercises: 1h
- Lab: 1h
Summer session
Oral
Oral
6
EN
-
- Courses: 2h
- Course based project: 2h
Summer session
Written
Written
6
Markov chains and algorithmic applications (Pas donné en 2024-25)
COM-516 / Section SC
EN
- Courses: 2h
- Exercises: 1h
- Lab: 1h
-
Winter session
Written
Written
6
EN
- Courses: 3h
- Course based project: 3h
-
Winter session
Written
Written
6
EN
-
- Courses: 2h
- Course based project: 2h
Summer session
During the semester
During the semester
4
Networks out of control (Cours biennal - Pas donné en 2024-25)
COM-512 / Section SC
EN
-
- Courses: 2h
- Exercises: 1h
Summer session
Written
Written
6
Optional research project in Data Science (for students doing a minor in Data science : Registration upon approval of the section. Only for 2nd year Master students. Supervision by an IC authorized professor)
COM-508 / Section SC
Profs divers
EN
- Individual project: 2h
- Individual project: 2h
Winter/Summer session
During the semester
During the semester
8
FR
- Courses: 2h
- Course based project: 1h
-
Winter session
During the semester
During the semester
4
EN
-
- Courses: 3h
- Exercises: 2h
- Lab: 1h
Summer session
During the semester
During the semester
8
Statistical mechanics and Gibbs measures (Pas donné en 2024-25. Cours donné en alternance une année sur deux.)
MATH-486 / Section MA
EN
-
- Courses: 2h
- Exercises: 2h
Summer session
Oral
Oral
5
EN
- Courses: 2h
- Exercises: 2h
-
Winter session
Written
Written
4
EN
-
- Courses: 2h
Summer session
During the semester
During the semester
3
Sublinear algorithms for big data analysis (Cours biennal, donné les années impaires )
CS-448 / Section IN
EN
-
- Courses: 2h
- Exercises: 1h
Summer session
During the semester
During the semester
6
Topics in theoretical computer science (Cours biennal - pas donné en 2024-25)
CS-455 / Section IN
EN
- Courses: 3h
- Exercises: 1h
-
Winter session
During the semester
During the semester
6
EN
-
- Courses: 2h
- Course based project: 1h
Summer session
During the semester
During the semester
6
EN
-
- Courses: 2h
- Exercises: 1h
- Course based project: 1h
Summer session
During the semester
During the semester
6
Master project
Courses
Language
Master 1
Master 2
MP Autumn
MP Spring
Exam
Credits / Coefficient
COM-596 / Section SC
Profs divers
EN
- Individual project: 320h
- Individual project: 320h
- Individual project: 320h
- Individual project: 320h
Winter/Summer session
During the semester
During the semester
0
EN
-
-
- Individual project: 900h
- Individual project: 900h
Winter/Summer session
Oral
Oral
30