Data Science 2022-23
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
COM-596 / Section SC
Profs divers
EN
-
-
320h
-
-
320h
-
-
320h
-
-
320h
Winter/Summer session
Term paper
Term paper
0
EN
-
-
-
-
-
-
-
-
900h
-
-
900h
Winter/Summer session
Oral
Oral
30
Group 1
Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialisations/Orientations
Exam
Credits
EN
3h
1h
2h
-
-
-
Winter session
Written
Written
8
EN
-
-
-
2h
2h
1h
Summer session
Written
Written
5
EN
-
-
-
2h
2h
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
EN
-
-
-
3h
1h
2h
Summer session
Written
Written
7
EN
-
-
-
2h
2h
-
Summer session
Written
Written
5
EN
-
-
-
2h
2h
-
Summer session
Written
Written
5
Computers and music (pas donné en 2022-23)
COM-418 / Section SC
EN
-
-
-
2h
1h
-
Summer session
During the semester
During the semester
4
Distributed intelligent systems (Pas donné en 2022-23)
ENG-466 / Section SIE
EN
-
-
-
2h
3h
-
Summer session
Oral
Oral
5
EN
-
-
-
2h
-
2h
Summer session
During the semester
During the semester
4
EN
2h
2h
-
-
-
-
Winter session
Written
Written
4
COM-490 / Section SC
EN
-
-
-
-
-
4h
Summer session
During the semester
During the semester
4
EN
-
-
-
2h
-
2h
Summer session
Written
Written
4
EN
2h
1h
1h
-
-
-
Winter session
Written
Written
4
Mathematical foundations of signal processing (pas donné en 22-23)
COM-514 / Section SC
EN
3h
2h
-
-
-
-
Winter session
Written
Written
6
EN
3h
-
3h
-
-
-
Winter session
Written
Written
6
EN
-
-
-
3h
2h
1h
Summer session
During the semester
During the semester
6
Networks out of control (Pas donné en 2022-23 -Cours biennal )
COM-512 / Section SC
EN
-
-
-
2h
1h
-
Summer session
Written
Written
4
Optional 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
-
-
2h
-
-
2h
Winter/Summer session
During the semester
During the semester
8
Risk, rare events and extremes (pas donné en 2022-23)
MATH-447 / Section MA
EN
-
-
-
2h
2h
-
Summer session
Written
Written
5
Statistical mechanics and Gibbs measures (Pas donné en 2022-23 - Donné en alternance une année sur deux)
MATH-486 / Section MA
EN
-
-
-
2h
2h
-
Summer session
Oral
Oral
5
EN
2h
2h
-
-
-
-
Winter session
Written
Written
4
EN
-
-
-
2h
-
-
Summer session
During the semester
During the semester
3
Sublinear algorithms for big data analysis (Pas donné en 22-23 - Cours biennal, donné les années impaires )
CS-448 / Section IN
EN
2h
1h
-
-
-
-
Winter session
During the semester
During the semester
4
Technology ventures in IC (Pas donné en 2022-23)
CS-410 / Section IN
EN
-
-
-
2h
-
2h
Summer session
During the semester
During the semester
4
Topics in theoretical computer science (Cours biennal - pas donné en 2022-2023)
CS-455 / Section IN
EN
3h
1h
-
-
-
-
Winter session
During the semester
During the semester
4
EN
-
-
-
2h
2h
-
Summer session
During the semester
During the semester
5
Block "Projects & SHS"
Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialisations/Orientations
Exam
Credits
EN
-
-
2h
-
-
2h
Winter/Summer session
During the semester
During the semester
12