Financial engineering 2023-24

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 Financial Engineering) (Stage d'au minimum 8 semaines. Inscription en principe par la bourse au stages, sinon en s'adressant à la section)
FIN-598 / Section IF
Profs divers
EN
-
-
320h
-
-
320h
-
-
320h
-
-
320h
Winter/Summer session
Term paper
0
Master project in Financial Engineering
FIN-599 / Section IF
Profs divers
EN
-
-
-
-
-
-
-
-
900h
-
-
900h
Winter/Summer session
Oral
30

Block 1

Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialisations/Orientations
Exam
Credits
Accounting for finance (MA1 only. Special schedule. See the MFE website: https://go.epfl.ch/fe)
FIN-411 / Section IF
Cauvin
EN
2h
-
-
-
-
-
Winter session
Written
2
Econometrics (For sem. MA1)
FIN-403 / Section IF
Fuster
EN
2h
2h
-
-
-
-
Winter session
Written
4
Global business environment (Special schedule. See the MFE website: https://go.epfl.ch/fe)
FIN-523 / Section IF
Felli
EN
2h
1h
-
-
-
-
Winter session
During the semester
4
Introduction to finance (MA1 only. OPEN TO IF MASTER, IF MINOR AND IF EXCHANGE STUDENTS ONLY)
FIN-401 / Section IF
Isakov
EN
2h
2h
-
-
-
-
Winter session
Written
6
Optimization methods (For sem. MA1. Special schedule. See the MFE website: https://go.epfl.ch/fe)
FIN-414 / Section IF
Perazzi
EN
1h
1h
-
-
-
-
Winter session
During the semester
2
Probability and stochastic calculus
FIN-415 / Section IF
Filipovic, Perazzi
EN
3h
2h
-
-
-
-
Winter session
Written
6
HSS : Introduction to project
/ Section SHS
Divers enseignants
FR/EN
-
-
-
-
-
-
Winter session
3
HSS : Project
/ Section SHS
Divers enseignants
FR/EN
-
-
-
-
-
-
Summer session
3

Block 2

Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialisations/Orientations
Exam
Credits
Advanced derivatives (MA3 only)
FIN-503 / Section IF
Perazzi
EN
2h
1h
-
-
-
-
Winter session
During the semester
4
Derivatives
FIN-404 / Section IF
Hugonnier
EN
-
-
-
3h
2h
-
Summer session
Written
6
Ethical behavior in the financial industry (Special schedule : see https://go.epfl.ch/fe)
FIN-419 / Section IF
Nahas
EN
2h
-
-
-
-
-
Winter session
During the semester
2
Interest rate and credit risk models (MA3 only)
FIN-416 / Section IF
Filipovic
EN
3h
2h
-
-
-
-
Winter session
Written
6
Investments
FIN-405 / Section IF
Collin Dufresne
EN
-
-
-
3h
2h
-
Summer session
During the semester
6
Machine learning in finance
FIN-407 / Section IF
Gourier
EN
-
-
-
3h
2h
-
Summer session
Written
6
Quantitative risk management (MA3 only)
FIN-417 / Section IF
Malamud
EN
2h
2h
-
-
-
-
Winter session
Written
4

Group 1

Courses
Language
Master 1
l
e
p
Master 2
l
e
p
Specialisations/Orientations
Exam
Credits
Advanced machine learning (Pas donné en 2023-24. Cours donné tous les deux ans.)
MICRO-570 / Section MT
EN
-
-
-
3h
1h
1h
Summer session
Oral
4
Advanced numerical analysis
MATH-351 / Section MA
Picasso
EN
2h
2h
-
-
-
-
Winter session
Written
5
Advanced risk management topics (MA3 only. Special schedule. See the MFE website: https://go.epfl.ch/fe)
FIN-474 / Section IF
Acerbi
EN
2h
-
-
-
-
-
Winter session
Written
2
Applied data analysis
CS-401 / Section SC
West
EN
2h
-
2h
-
-
-
Winter session
Written
8
Applied machine learning
MICRO-455 / Section MT
Billard
EN
4h
-
-
-
-
-
Winter session
Written
4
Artificial neural networks/reinforcement learning
CS-456 / Section IN
Gerstner
EN
-
-
-
2h
2h
-
Summer session
Written
6
Causal inference (Pas donné en 2023-24)
MGT-416 / Section MTE
EN
-
-
-
2h
1h
-
Summer session
During the semester
4
Cryptography and security
COM-401 / Section SC
Vaudenay
EN
4h
2h
-
-
-
-
Winter session
Written
8
Data science for business (MA3 only)
MGT-432 / Section MTE
Dunbar
EN
3h
1h
-
-
-
-
Winter session
During the semester
6
Deep learning
EE-559 / Section EL
Cavallaro
EN
-
-
-
2h
2h
-
Summer session
During the semester
4
Financial applications of blockchains and distributed ledgers (Special schedule. See the MFE website: https://go.epfl.ch/fe)
FIN-413 / Section IF
Karyampas
EN
-
-
-
2h
-
1h
Summer session
During the semester
3
Financial big data (MA3 only)
FIN-525 / Section IF
Challet
EN
3h
-
-
-
-
-
Winter session
During the semester
3
Financial intermediation
FIN-420 / Section IF
Fuster
EN
-
-
-
3h
-
-
Summer session
During the semester
4
Financial machine learning projects (MA3 only)
FIN-423 / Section IF
Ackerer
EN
2h
-
1h
-
-
-
Winter session
During the semester
3
Fundamentals of machine learning
EE-311 / Section EL
Liebling
FR
-
-
-
2h
-
2h
Summer session
Written
4
Information: strategy & economics
MGT-431 / Section MTE
Weber
EN
3h
-
-
-
-
-
Winter session
During the semester
4
Information security and privacy
COM-402 / Section IN
Payer
EN
3h
1h
2h
-
-
-
Winter session
Written
8
Intelligent agents
CS-430 / Section IN
Faltings
EN
3h
3h
-
-
-
-
Winter session
During the semester
6
Machine learning
CS-433 / Section IN
Flammarion, Jaggi
EN
4h
2h
-
-
-
-
Winter session
Written
8
Machine learning programming
MICRO-401 / Section MT
Billard
EN
-
-
2h
-
-
-
Winter session
During the semester
2
Macrofinance (Special schedule. See the MFE website: https://go.epfl.ch/fe)
FIN-406 / Section IF
Felli
EN
2h
1h
-
-
-
-
Winter session
Written
4
Mathematical modelling of behavior
MATH-463 / Section MA
Bierlaire
EN
2h
2h
-
-
-
-
Winter session
Written
5
Numerical analysis and computational mathematics
MATH-456 / Section MA
Grigori
EN
2h
2h
-
-
-
-
Winter session
Written
4
Numerical approximation of PDEs
MATH-451 / Section MA
Buffa
EN
-
-
-
2h
2h
-
Summer session
Written
5
Numerical integration of stochastic differential equations
MATH-450 / Section MA
Blumenthal
EN
-
-
-
2h
2h
-
Summer session
Written
5
Principles of microeconomics
MGT-454 / Section MTE
Mack
EN
3h
1h
-
-
-
-
Winter session
Written
4
Regression methods
MATH-408 / Section MA
Davison
EN
2h
2h
-
-
-
-
Winter session
Written
5
Risk, rare events and extremes (pas donné en 2023-24)
MATH-447 / Section MA
EN
-
-
-
2h
2h
-
Summer session
Written
5
Statistical inference and machine learning
MGT-448 / Section MTE
Kiyavash
EN
2h
2h
-
-
-
-
Winter session
Written
4
Statistical machine learning
MATH-412 / Section MA
Obozinski
EN
2h
2h
-
-
-
-
Winter session
Written
5
Time series
MATH-342 / Section MA
Olhede
EN
-
-
-
2h
2h
-
Summer session
Written
5
Venture capital (MA3 only)
FIN-522 / Section IF
Fahlenbrach
EN
3h
-
-
-
-
-
Winter session
Written
4