Digital Humanities 2024-25

Block 1

Courses
Language
Master 1
Master 2
Specialisations/Orientations
Exam
Credits / Coefficient
Applied data analysis
CS-401 / Section SC
Brbic
EN
  • Courses: 2h
  • Course based project: 2h
-
Winter session
Written
8
Computational Social Media
DH-500 / Section DH
Gatica-Perez
EN
-
  • Courses: 2h
  • TP: 1h
Summer session
During the semester
4
Foundations of digital humanities
DH-405 / Section DH
Kaplan
EN
  • Courses: 4h
  • TP: 2h
-
Winter session
During the semester
6
Machine learning for DH
DH-406 / Section DH
Salzmann
EN
  • Courses: 2h
  • Exercises: 2h
-
Winter session
Written
4

Block 2

Courses
Language
Master 1
Master 2
Specialisations/Orientations
Exam
Credits / Coefficient
Cultural data sculpting
DH-404 / Section DH
Kenderdine
EN
-
  • Courses: 2h
  • Course based project: 3h
Summer session
During the semester
5
Design research for digital innovation
DH-411 / Section DH
Henchoz
EN
  • Courses: 2h
  • Exercises: 1h
  • Course based project: 2h
-
Winter session
During the semester
5
Digital musicology
DH-401 / Section DH
Rohrmeier
EN
-
  • Courses: 3h
  • Course based project: 2h
Summer session
During the semester
6
History and the digital
DH-412 / Section DH
Baudry
EN
-
  • Courses: 2h
  • Course based project: 3h
Summer session
Written
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
Master 2
Specialisations/Orientations
Exam
Credits / Coefficient
Advanced computer graphics (Pas donné en 2024-25)
CS-440 / Section IN
EN
-
  • Courses: 2h
  • Exercises: 1h
  • TP: 1h
  • Course based project: 1h
Summer session
During the semester
6
AI product management
CS-500 / Section IN
Kaboli, Zamir
EN
  • Courses: 2h
  • Exercises: 2h
  • Course based project: 3h
-
Winter session
During the semester
6
Automatic speech processing
EE-554 / Section EL
Magimai Doss
EN
  • Courses: 2h
  • Exercises: 2h
-
Winter session
Written
4
Causal inference
MGT-416 / Section MTE
Kiyavash
EN
-
  • Courses: 2h
  • Exercises: 1h
Summer session
During the semester
4
Causal thinking
MATH-352 / Section MA
Stensrud
EN
  • Courses: 2h
  • Exercises: 2h
-
Winter session
Written
5
Computational photography (This course will be last given in spring 2025)
CS-413 / Section SC
Süsstrunk
EN
-
  • Courses: 2h
  • Course based project: 2h
Summer session
During the semester
6
Computers and music (Pas donné en 2024-25)
COM-418 / Section SC
EN
-
  • Courses: 2h
  • Exercises: 1h
Summer session
Oral
6
Computer vision
CS-442 / Section IN
Fua
EN
-
  • Courses: 2h
  • Exercises: 1h
Summer session
Written
6
Data visualization
COM-480 / Section SC
Vuillon
EN
-
  • Courses: 2h
  • Course based project: 2h
Summer session
During the semester
6
Deep learning
EE-559 / Section EL
Cavallaro
EN
-
  • Courses: 2h
  • Exercises: 2h
Summer session
During the semester
4
Deep reinforcement learning (Pas donné en 2024-25)
CS-456 / Section IN
EN
-
  • Courses: 2h
  • Exercises: 1h
  • Lab: 1h
Summer session
Written
6
Digital education
CS-411 / Section IN
Dillenbourg, Jermann
EN
-
  • Courses: 2h
  • Course based project: 2h
Summer session
Written
6
Distributed information systems
CS-423 / Section SC
Aberer
EN
  • Courses: 2h
  • Exercises: 1h
  • Course based project: 1h
-
Winter session
Written
6
Ethics and law of AI
DH-415 / Section DH
Rochel
EN
  • Courses: 2h
  • Course based project: 2h
-
Winter session
During the semester
4
Experience design (Pas donné en 2024-25)
CS-489 / Section IN
EN
  • Courses: 2h
  • Course based project: 4h
-
Winter session
During the semester
6
Foundations of Data Science
COM-406 / Section IN
Gastpar, Urbanke
EN
  • Courses: 4h
  • Exercises: 2h
-
Winter session
Written
8
Game design & prototyping
DH-414 / Section DH
Javet
EN
-
  • Courses: 2h
  • TP: 1h
Summer session
During the semester
4
Image processing for Earth observation
ENV-540 / Section SIE
Tuia
EN
  • Courses: 2h
  • Exercises: 1h
  • Course based project: 1h
-
Winter session
During the semester
4
Image processing I
MICRO-511 / Section MT
Unser, Van De Ville
EN
  • Courses: 3h
-
Winter session
Written
3
Image processing II
MICRO-512 / Section MT
Sage, Unser, Van De Ville
EN
-
  • Courses: 3h
Summer session
Written
3
Interaction design
CS-486 / Section IN
Pu
EN
-
  • Courses: 2h
  • Exercises: 1h
  • Course based project: 1h
Summer session
During the semester
6
Introduction to IT consulting
CS-491 / Section IN
Regev
EN
-
  • Courses: 6h
Summer session
Oral
6
Introduction to natural language processing
CS-431 / Section IN
Bosselut, Chappelier, Rajman
EN
  • Courses: 2h
  • Exercises: 2h
-
Winter session
Written
6
Large-scale data science for real-world data
COM-490 / Section SC
Bouillet, Delgado, Sarni, Verscheure
EN
-
  • TP: 4h
Summer session
During the semester
6
Machine learning
CS-433 / Section IN
Flammarion, Jaggi
EN
  • Courses: 4h
  • Exercises: 2h
  • Course based project: 2h
-
Winter session
Written
8
Machine learning for behavioral data (Cours biennal)
CS-421 / Section IN
Käser
EN
-
  • Courses: 2h
  • Course based project: 2h
Summer session
Written
6
Management of intellectual property (Special schedule. See the MTE website: https://go.epfl.ch/mte)
MGT-404 / Section MTE
Sahli
EN
-
  • Courses: 2h
  • Course based project: 1h
Summer session
Written
3
Media security
EE-552 / Section EL
Ebrahimi
EN
-
  • Courses: 2h
  • Exercises: 1h
Summer session
Written
6
Modern natural language processing
CS-552 / Section IN
Bosselut
EN
-
  • Courses: 3h
  • Exercises: 1h
  • Course based project: 2h
Summer session
During the semester
8
Network machine learning
EE-452 / Section EL
Frossard, Thanou
EN
-
  • Courses: 2h
  • Course based project: 2h
Summer session
During the semester
4
Reinforcement learning
EE-568 / Section EL
Cevher
EN
-
  • Courses: 2h
  • Exercises: 2h
  • Course based project: 2h
Summer session
During the semester
6
Semester project in digital humanities
DH-413(b) / Section DH
Profs divers
EN
  • Individual project: 2h
  • Individual project: 2h
Winter/Summer session
During the semester
12
Strategic marketing & technology commercialization
MGT-401 / Section MTE
Eckardt
EN
  • Courses: 3h
-
Winter session
During the semester
4
Systems for data management and data science
CS-460 / Section IN
Ailamaki, Kermarrec
EN
-
  • Courses: 2h
  • Exercises: 2h
  • Lab: 2h
Summer session
Written
8
Technology, sustainability and public policy (MA3 only)
MGT-450 / Section MTE
Aklin
EN
  • Courses: 2h
  • Exercises: 2h
-
Winter session
Written
4
Technology & innovation strategy (Special schedule. See the MTE website: https://go.epfl.ch/mte)
MGT-414 / Section MTE
Fernandes Rodrigues Alves
EN
-
  • Courses: 2h
  • Course based project: 1h
Summer session
During the semester
3
Virtual reality (This course will be last given in spring 2025)
CS-444 / Section IN
Boulic
EN
-
  • Courses: 2h
  • Course based project: 1h
Summer session
During the semester
6
Visual intelligence : machines and minds
CS-503 / Section IN
Zamir
EN
-
  • Courses: 2h
  • Exercises: 1h
  • Course based project: 1h
Summer session
During the semester
6

Master project

Courses
Language
Master 1
Master 2
MP Autumn
MP Spring
Exam
Credits / Coefficient
Engineering internship credited with Master Project (master in Digital Humanities) (L'étudiant doit effectuer un stage de 8 semaines pendant l'été ou 4 à 6 mois après au moins deux semestres de Master. )
DH-491 / Section DH
Profs divers
EN
  • Individual project: 320h
  • Individual project: 320h
  • Individual project: 320h
  • Individual project: 320h
Winter/Summer session
During the semester
0
Master project in digital humanities
DH-499 / Section DH
Profs divers
FR/EN
-
-
  • Individual project: 900h
  • Individual project: 900h
Winter/Summer session
Oral
30