Digital Humanities 2023-24

Block 1

Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialisations/Orientations
Exam
Credits
Applied data analysis
CS-401 / Section SC
West
EN
2h
-
2h
-
-
-
Winter session
Written
8
Computational Social Media
DH-500 / Section DH
Gatica-Perez
EN
-
-
-
2h
-
1h
Summer session
During the semester
4
Foundations of digital humanities
DH-405 / Section DH
Kaplan
EN
4h
-
2h
-
-
-
Winter session
During the semester
6
Machine learning for DH
DH-406 / Section DH
Salzmann
EN
2h
2h
-
-
-
-
Winter session
Written
4

Block 2

Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialisations/Orientations
Exam
Credits
Cultural data sculpting
DH-404 / Section DH
Kenderdine
EN
-
-
-
2h
-
3h
Summer session
During the semester
5
Design research for digital innovation
DH-411 / Section DH
Henchoz
EN
2h
1h
2h
-
-
-
Winter session
During the semester
5
Digital musicology
DH-401 / Section DH
Rohrmeier
EN
-
-
-
3h
-
2h
Summer session
During the semester
6
History and the digital
DH-412 / Section DH
Baudry
EN
-
-
-
2h
-
3h
Summer session
During the semester
5
HSS : Introduction to project
/ Section SHS
Divers enseignants
FR/EN
-
-
-
-
-
-
Winter session
3
HSS : Project
/ Section SHS
Divers enseignants
FR/EN
-
-
-
-
-
-
Summer session
3

Group "options" (.)

Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialisations/Orientations
Exam
Credits
Advanced computer graphics
CS-440 / Section IN
Jakob
EN
-
-
-
2h
2h
-
Summer session
During the semester
6
Artificial neural networks/reinforcement learning
CS-456 / Section IN
Gerstner
EN
-
-
-
2h
2h
-
Summer session
Written
6
Automatic speech processing
EE-554 / Section EL
Magimai Doss
EN
2h
1h
-
-
-
-
Winter session
Written
3
Causal inference (Pas donné en 2023-24)
MGT-416 / Section MTE
EN
-
-
-
2h
1h
-
Summer session
During the semester
4
Causal thinking
MATH-352 / Section MA
Stensrud
EN
2h
2h
-
-
-
-
Winter session
Written
5
Computational photography
CS-413 / Section SC
Süsstrunk
EN
-
-
-
2h
-
2h
Summer session
During the semester
6
Computers and music (pas donné en 2023-24)
COM-418 / Section SC
EN
-
-
-
2h
1h
-
Summer session
During the semester
6
Computer vision
CS-442 / Section IN
Fua
EN
-
-
-
2h
1h
-
Summer session
Written
6
Data visualization
COM-480 / Section SC
Vuillon
EN
-
-
-
2h
-
2h
Summer session
During the semester
6
Decision-aid methodologies in transportation (The course is given by various lecturers)
CIVIL-557 / Section GC
Paschalidis, Torres Duran
EN
-
-
-
2h
2h
-
Summer session
Oral
4
Deep learning
EE-559 / Section EL
Cavallaro
EN
-
-
-
2h
2h
-
Summer session
During the semester
4
Design in innovation: creation for adoption
MGT-406 / Section MTE
Henchoz, Laperrouza
EN
-
-
-
2h
2h
-
Summer session
During the semester
4
Digital education
CS-411 / Section IN
Dillenbourg, Jermann
EN
2h
-
2h
-
-
-
Winter session
Written
6
Distributed information systems
CS-423 / Section SC
Aberer
EN
2h
1h
-
-
-
-
Winter session
Written
6
Ethics and law of AI
DH-415 / Section DH
Rochel
EN
2h
-
1h
-
-
-
Winter session
Written
4
Experience design
CS-489 / Section IN
Huang
EN
2h
-
4h
-
-
-
Winter session
During the semester
6
Exploratory data analysis in environmental health (Pas donné en 2023-24)
ENV-444 / Section SIE
EN
1h
-
2h
-
-
-
Winter session
Oral
4
Foundations of Data Science
COM-406 / Section IN
Gastpar, Urbanke
EN
4h
2h
-
-
-
-
Winter session
Written
8
Game design & prototyping
DH-414 / Section DH
Javet
EN
-
-
-
2h
-
1h
Summer session
During the semester
4
Image and video processing (pas donné en 2023-24)
EE-550 / Section EL
EN
4h
-
2h
-
-
-
Winter session
Oral
6
Image processing for Earth observation
ENV-540 / Section SIE
Tuia
EN
2h
1h
-
-
-
-
Winter session
During the semester
4
Image processing I
MICRO-511 / Section MT
Unser, Van De Ville
EN
3h
-
-
-
-
-
Winter session
Written
3
Image processing II
MICRO-512 / Section MT
Liebling, Sage, Unser, Van De Ville
EN
-
-
-
3h
-
-
Summer session
Written
3
Interaction design
CS-486 / Section IN
Pu Faltings
EN
-
-
-
2h
1h
1h
Summer session
During the semester
6
Introduction to BIM (Building Information Modeling)
AR-484 / Section AR
Hautecoeur
FR
2h
-
-
-
-
-
Winter session
During the semester
3
Introduction to natural language processing
CS-431 / Section IN
Bosselut, Chappelier, Rajman
EN
2h
2h
-
-
-
-
Winter session
Written
6
Linear models
MATH-341 / Section MA
Masák
EN
2h
2h
-
-
-
-
Winter session
Written
5
Machine learning
CS-433 / Section IN
Flammarion, Jaggi
EN
4h
2h
-
-
-
-
Winter session
Written
8
Machine learning for behavioral data (pas donné en 2023-24)
CS-421 / Section IN
EN
-
-
-
2h
-
2h
Summer session
Written
6
Media security
EE-552 / Section EL
Ebrahimi
EN
-
-
-
2h
1h
-
Summer session
Written
6
Modern natural language processing
CS-552 / Section IN
Bosselut
EN
-
-
-
3h
2h
1h
Summer session
During the semester
8
Semester project in digital humanities
DH-413(b) / Section DH
Profs divers
EN
-
-
2h
-
-
2h
Winter/Summer session
During the semester
12
Strategic marketing & technology commercialization
MGT-401 / Section MTE
Eckardt
EN
3h
-
-
-
-
-
Winter session
During the semester
4
Technology & innovation strategy (Special schedule. See the MTE website: https://go.epfl.ch/mte)
MGT-414 / Section MTE
Fernandes Rodrigues Alves
EN
-
-
-
2h
-
1h
Summer session
During the semester
3
UE H : Graphy (Inscription faite par la section)
AR-433 / Section AR
Métraux, Soubeyrand
FR
-
-
-
3h
1h
-
Summer session
During the semester
4
UE J : Territory and landscape (Inscription faite par la section)
AR-471 / Section AR
Cogato Lanza, Curnier
FR/EN
3h
1h
-
-
-
-
Winter session
During the semester
4
UE R: Introduction to BIM (Building Information Modeling) (Inscription faite par la section )
AR-435 / Section AR
Hautecoeur
FR
-
-
-
3h
1h
-
Summer session
During the semester
4
UE V : Visions and utopias (Inscription faite par la section)
AR-523 / Section AR
Braghieri, Cattapan
FR/EN
3h
1h
-
-
-
-
Winter session
During the semester
4
Virtual reality
CS-444 / Section IN
Boulic
EN
-
-
-
2h
1h
-
Summer session
During the semester
6
Visual intelligence : machines and minds
CS-503 / Section IN
Roshan Zamir
EN
-
-
-
2h
2h
-
Summer session
During the semester
6

Internship

Courses
Language
Master 1
l
e
p
Master 2
l
e
p
MP Autumn
l
e
p
MP Spring
l
e
p
Exam
Credits
Engineering internship (master in digital humanities) (Stage de 17 à 25 semaines à partir du 3ème semestre de Master. Inscription par la bourse aux stages)
DH-490 / Section DH
Profs divers
FR
-
-
680h
-
-
680h
-
-
680h
-
-
680h
Winter/Summer session
During the semester
30

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
Engineering internship credited with Master Project (master in Digital Humanities) (L'étudiant doit effectuer un stage de 8 semaines pendant l'été ou 6 mois après un semestre de Master.)
DH-491 / Section DH
Profs divers
EN
-
-
320h
-
-
320h
-
-
320h
-
-
320h
Winter/Summer session
Term paper
0
Master project in digital humanities
DH-499 / Section DH
Profs divers
FR/EN
-
-
-
-
-
-
-
-
900h
-
-
900h
Winter/Summer session
Oral
30