2.12.19 (788)

Diplôme de formation gradué de l'Ecole Polytechnique -MSc&T - AI for Markets and Quantitative Investment (AI-MaQI)

Contexte

The MScT AI MaQI is a unique programme combining know-how in financial markets and in artificial intelligence. Students following this program will learn how to combine machine learning and quantitative finance to find new solutions to the problems of the industry in interacting with markets and in building systematic investment strategies. They will become experts capable of implementing innovative learning-based solutions for applications in financial markets. This programme offers practical training with projects, internships and hackathons to prepare students for the real needs of industry with an emphasis on financial know-how, understanding of learning algorithms, and getting familiar with new kinds of data like satellite images or maritime traffic for investment and risk management.

domaines d'enseignement

Mathématiques appliquées, Informatique.

métiers

After graduating from the MSc in "AI MaQI", students will be well-equipped to pursue a variety of career paths:

  • In the "AI Lab" or "Data Science Lab" or a bank, an asset manager, a hedge fund or any other financial institution
  • Be the "AI expert" of a team of quantitative analysts, "quants", or "strats"
  • Lead the projects for financial markets of a startup 

It is perfectly possible to pursue a PhD after this program, especially in partnership with a financial institution.

Parcours

Unités d'enseignement

UE Type d'enseignement Domaines Catégorie d'UE Credit Ects Volume horaire Responsables Periode de programmation Site pédagogique
APM_51460_EP Python for Data Science Cours scientifiques Mathématiques appliquées Mathurin Massias X-AN3-P1
APM_53442_EP Learning to Replicate Risks Cours scientifiques Mathématiques appliquées 3 Huyen Pham X-AN3-P1
APM_53443_EP Risk Taking in Financial Markets Cours scientifiques Mathématiques appliquées 3 Jaouad Mourtada,
Mathieu Rosenbaum
X-AN3-P1
APM_53444_EP Compression and High Dimension in Finance Cours scientifiques Mathématiques appliquées 3 Karim Lounici X-AN3-P1
APM_53445_EP Machine Learning for Financial Time Series Cours scientifiques Mathématiques appliquées 3 Jean-David Fermanian,
Azadeh Khaleghi
X-AN3-P1
APM_53446_EP Hackathon/AI workflow Cours scientifiques Mathématiques appliquées 5 Charles-Albert Lehalle,
Vianney Perchet
X-AN3-P1P2
APM_53447_EP Seminar: uses cases and papers Part 1 Cours scientifiques Mathématiques appliquées 3 Charles-Albert Lehalle,
Vianney Perchet
X-AN3-P1
APM_54440_EP GenAI for clients and products Cours scientifiques Mathématiques appliquées 3 Christopher Kermorant X-AN3-P2
APM_54441_EP IA for better risk control Cours scientifiques Mathématiques appliquées 3 Vianney Perchet X-AN3-P2
APM_54442_EP IA for alternative data Cours scientifiques Mathématiques appliquées 3 Charles-Albert Lehalle,
Peter Tankov
X-AN3-P2
APM_54443_EP Seminar: uses cases and papers Part 2 Cours scientifiques Mathématiques appliquées 3 Charles-Albert Lehalle,
Vianney Perchet
X-AN3-P2
HSS_51G10_EP Principles and history of Geopolitics HSS - Cours Humanités et sciences sociales Humanities & French Culture. Matthieu Grandpierron,
Nicolas Wanlin
X-AN3-P2
HSS_51G11_EP Aspects of Comparative Commercial Law HSS - Cours Humanités et sciences sociales Humanities & French Culture. 20 Sabine Sultan,
Nicolas Wanlin
X-AN3-P1
HSS_51G12_EP Introduction to French Politics HSS - Cours Humanités et sciences sociales Humanities & French Culture. Pierre-Marc Renaudeau,
Nicolas Wanlin
X-AN3-P1
HSS_51G14_EP Philosophy of Science Fiction HSS - Cours Humanités et sciences sociales Humanities & French Culture. 20 Jonathan Degenève,
Nicolas Wanlin
X-AN3-P1
HSS_51G15_EP Dark sides of the City of Lights HSS - Séminaire Humanités et sciences sociales Humanities & French Culture. 20 Jonathan Degenève,
Nicolas Wanlin
X-AN3-P1
HSS_51G16_EP Sociology of AI HSS - Cours Humanités et sciences sociales Humanities & French Culture. Nicolas Wanlin X-AN3-P1
HSS_52G21_EP Introduction to Science and Technology Studies HSS - Cours Humanités et sciences sociales Humanities & French Culture. 20 Lidia Chavinskaia,
Nicolas Wanlin
X-AN3-P2
HSS_52G22_EP Introduction to French Politics HSS - Cours Humanités et sciences sociales Humanities & French Culture. Pierre-Marc Renaudeau,
Nicolas Wanlin
X-AN3-P2
HSS_52G23_EP Advanced French politics HSS - Cours Humanités et sciences sociales Humanities & French Culture. Pierre-Marc Renaudeau,
Nicolas Wanlin
X-AN3-P2
HSS_52G24_EP #PoliticalSciences X Internet : Homo Politicus in a techn... HSS - Cours Humanités et sciences sociales Humanities & French Culture. 20 Frédéric Geraud de Lescazes,
Nicolas Wanlin
X-AN3-P2
HSS_52G26_EP Philosophy of Science Fiction HSS - Cours Humanités et sciences sociales Humanities & French Culture. 20 Jonathan Degenève,
Nicolas Wanlin
X-AN3-P2
HSS_52G27_EP Dark sides of the City of Lights HSS - Cours Humanités et sciences sociales Humanities & French Culture. 20 Jonathan Degenève,
Nicolas Wanlin
X-AN3-P2
IME_53401_EP AI, ethics and regulation in markets and quantitative inv... MIE - Cours Management, Innovation et Entrepreneuriat Solenne Gaucher,
Charles-Albert Lehalle,
Antoine Souchaud
X-AN3-P1
IME_54401_EP AI, ethics and regulation in markets and quantitative inv... MIE - Cours Management, Innovation et Entrepreneuriat 3 Antoine Souchaud X-AN3-P2
INT_54496_EP Internship MaQI M1 Stage
INT_54497_EP Internship MaQI M2 Stage 24 X-AN3-P3
LEN_51G07_EP Supermodels: The Culture of Celebrity, Beauty, Power and ... Culture générale Langues Humanities & French Culture. Sarah Bouttier,
Marcellous JONES
X-AN3-P1
LEN_51G08_EP A Transatlantic History of Capitalism and Empire (15th-21... Culture générale Langues Humanities & French Culture. Sarah Bouttier X-AN3-P1
LEN_51G09_EP Sport in France: History, Controversies, Politics, Society Culture générale Langues Humanities & French Culture. Isabelle Schaffner X-AN3-P1
LEN_51G10_EP French thinking: difference, bodies, power Culture générale Langues Humanities & French Culture. Sarah Bouttier,
Meghann Cassidy
X-AN3-P1
LEN_51G11_EP Multicultural France Culture générale Langues Humanities & French Culture. Sarah Bouttier X-AN3-P1
LEN_51G12_EP The Myth of Paris in French Imagination Culture générale Langues Humanities & French Culture. 2 Isabelle Schaffner X-AN3-P1
LEN_51G15_EP Meals that Matter: How Food Shapes Relationships, Power, ... Culture générale Langues Humanities & French Culture. Manon Amandio,
Sarah Bouttier
X-AN3-P1
LEN_51G16_EP Introduction to French Cinema (Part I) Culture générale Langues, Humanités et sciences sociales Humanities & French Culture. Isabelle Schaffner X-AN3-P1
LEN_51G18_EP Music, Literature and Femmes Fatales 1 Culture générale Langues Humanities & French Culture. Sarah Bouttier,
Marcellous JONES
X-AN3-P1
LEN_51G20_EP Representing the Self: From Montaigne to Selfies P1 Culture générale Langues Humanities & French Culture. Antoine Guibal,
Isabelle Schaffner
X-AN3-P1
LEN_52G17_EP The Intellectual Tradition: Writing, Ideas and Engagement... Culture générale Langues Humanities & French Culture. Isabelle Schaffner X-AN3-P2
LEN_52G18_EP Music, Literature and Femmes Fatales 2 Culture générale Langues Humanities & French Culture. Sarah Bouttier,
Marcellous JONES
X-AN3-P2
LEN_52G19_EP Paris Under Construction: 19th Century Engineering throug... Culture générale Langues Humanities & French Culture. Isabelle Schaffner X-AN3-P2
LEN_52G20_EP Paris in the Jazz Age Culture générale Langues Humanities & French Culture. Sarah Bouttier X-AN3-P2
LEN_52G21_EP French thinking: difference, bodies, power Culture générale Langues Humanities & French Culture. Sarah Bouttier,
Meghann Cassidy
X-AN3-P2
LEN_52G22_EP Representing the Self: From Montaigne to Selfies Culture générale Langues Humanities & French Culture. Antoine Guibal,
Isabelle Schaffner
X-AN3-P2
LEN_52G28_EP Introduction to French Cinema (Part II) Culture générale Langues Humanities & French Culture. Isabelle Schaffner X-AN3-P2
LEN_52G31_EP Leading France: A Cultural History of Influence Culture générale Humanities & French Culture. Manon Amandio,
Sarah Bouttier
X-AN3-P2
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