Data Science 2024-25
Block "Projects & SHS"
Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialisations/Orientations
Exam
Credits / Coefficient
EN
-
-
Project: 2h
-
-
Project: 2h
Winter/Summer session
During the semester
During the semester
12
Group 1
Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialisations/Orientations
Exam
Credits / Coefficient
EN
Lecture: 4h
Exercises: 3h
-
-
-
-
Winter session
Written
Written
8
EN
Lecture: 4h
Exercises: 2h
-
-
-
-
Winter session
Written
Written
8
EN
Lecture: 3h
Exercises: 1h
Project: 2h
-
-
-
Winter session
Written
Written
8
EN
Lecture: 4h
Exercises: 2h
Project: 2h
-
-
-
Winter session
Written
Written
8
EN
-
-
-
Lecture: 3h
Exercises: 1h
Project: 2h
Summer session
During the semester
During the semester
8
EN
-
-
-
Lecture: 2h
Exercises: 2h
Project: 1h
Summer session
Written
Written
8
EN
-
-
-
Lecture: 4h
Exercises: 2h
-
Summer session
Written
Written
8
EN
-
-
-
Lecture: 2h
Exercises: 2h
Project: 2h
Summer session
Written
Written
8
Group 2 : Options
Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialisations/Orientations
Exam
Credits / Coefficient
EN
-
-
-
Lecture: 2h
-
Project: 2h
Summer session
During the semester
During the semester
6
EN
-
-
-
Lecture: 2h
Exercises: 2h
-
Summer session
Written
Written
6
EN
Lecture: 4h
Exercises: 2h
-
-
-
-
Winter session
Written
Written
8
EN
-
-
-
Lecture: 3h
Exercises: 1h
Project: 2h
Summer session
Written
Written
8
EN
Lecture: 2h
Exercises: 2h
Project: 3h
-
-
-
Winter session
During the semester
During the semester
6
EN
-
-
-
Lecture: 2h
Exercises: 2h
-
Summer session
During the semester
During the semester
5
EN
Lecture: 2h
Exercises: 2h
-
-
-
-
Winter session
Written
Written
4
EN
Lecture: 1h
-
Project: 2h
-
-
-
Winter session
Written
Written
4
EN
-
-
-
Lecture: 2h
Exercises: 1h
-
Summer session
During the semester
During the semester
4
EN
Lecture: 2h
Exercises: 2h
-
-
-
-
Winter session
During the semester
During the semester
6
EN
-
-
-
Lecture: 2h
Exercises: 2h
-
Summer session
Written
Written
5
EN
-
-
-
Lecture: 2h
Exercises: 2h
-
Summer session
Written
Written
5
EN
-
-
-
Lecture: 2h
-
Project: 2h
Summer session
During the semester
During the semester
6
Computers and music (Pas donné en 2024-25)
COM-418 / Section SC
EN
-
-
-
Lecture: 2h
Exercises: 1h
-
Summer session
Oral
Oral
6
EN
Lecture: 2h
Exercises: 1h
Project: 2h
-
-
-
Winter session
Written
Written
6
EN
Lecture: 4h
Exercises: 2h
-
-
-
-
Winter session
Written
Written
8
EN
-
-
-
Lecture: 2h
-
Project: 2h
Summer session
During the semester
During the semester
6
EN
-
-
-
Lecture: 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
-
-
-
Lecture: 2h
Exercises: 1h
Project: 2h
Summer session
During the semester
During the semester
6
EN
-
-
-
Lecture: 2h
Exercises: 1h
Project: 1h
Summer session
Written
Written
6
EN
-
-
-
Lecture: 2h
-
Project: 2h
Summer session
Written
Written
6
EN
Lecture: 2h
Exercises: 1h
Project: 3h
-
-
-
Winter session
Written
Written
8
EN
Lecture: 2h
Exercises: 1h
Project: 1h
-
-
-
Winter session
Written
Written
6
EN
Lecture: 2h
-
Project: 2h
-
-
-
Winter session
Oral
Oral
5
EN
Lecture: 2h
-
Project: 2h
-
-
-
Winter session
During the semester
During the semester
4
EN
Lecture: 2h
Exercises: 2h
Project: 2h
-
-
-
Winter session
During the semester
During the semester
6
EN
Lecture: 3h
Exercises: 1h
Project: 1h
-
-
-
Winter session
Written
Written
6
EN
-
-
-
Lecture: 2h
-
Project: 2h
Summer session
During the semester
During the semester
4
EN
Lecture: 4h
Exercises: 2h
-
-
-
-
Winter session
Written
Written
8
EN
Lecture: 3h
Exercises: 3h
-
-
-
-
Winter session
During the semester
During the semester
6
EN
-
-
-
Lecture: 2h
Exercises: 1h
Project: 1h
Summer session
During the semester
During the semester
6
EN
-
-
-
Lecture: 2h
Exercises: 1h
Project: 2h
Summer session
During the semester
During the semester
6
EN
Lecture: 2h
Exercises: 2h
-
-
-
-
Winter session
Written
Written
6
COM-490 / Section SC
EN
-
-
-
-
-
Project: 4h
Summer session
During the semester
During the semester
6
EN
-
-
-
Lecture: 2h
Exercises: 1h
Project: 1h
Summer session
Oral
Oral
6
EN
-
-
-
Lecture: 2h
-
Project: 2h
Summer session
Written
Written
6
Markov chains and algorithmic applications (Pas donné en 2024-25)
COM-516 / Section SC
EN
Lecture: 2h
Exercises: 1h
Project: 1h
-
-
-
Winter session
Written
Written
6
EN
Lecture: 3h
-
Project: 3h
-
-
-
Winter session
Written
Written
6
EN
-
-
-
Lecture: 2h
-
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
-
-
-
Lecture: 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
-
-
Project: 2h
-
-
Project: 2h
Winter/Summer session
During the semester
During the semester
8
FR
Lecture: 2h
-
Project: 1h
-
-
-
Winter session
During the semester
During the semester
4
EN
-
-
-
Lecture: 3h
Exercises: 2h
Project: 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
-
-
-
Lecture: 2h
Exercises: 2h
-
Summer session
Oral
Oral
5
EN
Lecture: 2h
Exercises: 2h
-
-
-
-
Winter session
Written
Written
4
EN
-
-
-
Lecture: 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
-
-
-
Lecture: 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
Lecture: 3h
Exercises: 1h
-
-
-
-
Winter session
During the semester
During the semester
6
EN
-
-
-
Lecture: 2h
-
Project: 1h
Summer session
During the semester
During the semester
6
EN
-
-
-
Lecture: 2h
Exercises: 1h
Project: 1h
Summer session
During the semester
During the semester
6
Master project
Courses
Language
Master 1
l
e
p
Master 2
l
e
p
MP Autumn
l
e
p
MP Spring
l
e
p
Exam
Credits / Coefficient
COM-596 / Section SC
Profs divers
EN
-
-
Project: 320h
-
-
Project: 320h
-
-
Project: 320h
-
-
Project: 320h
Winter/Summer session
During the semester
During the semester
0
EN
-
-
-
-
-
-
-
-
Project: 900h
-
-
Project: 900h
Winter/Summer session
Oral
Oral
30