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Diplôme de formation gradué de l'Ecole Polytechnique -MSc&T - MScT-Data Science for Business

Contexte

In today’s transforming and competitive world, companies strive to stay ahead of the market and make the best informed business decisions. Investing in the innovative technology has become a necessity.

Collecting and analyzing data in real-time help companies determine new market trends. By investing and implementing big data systems, they get new insights to build a more responsive and effective business, reach a higher level of performance and unlock new market opportunities while monitoring their risks.

Companies who are looking to capitalize on data science and set up successful big data strategies have 3 challenges to face:

1/ a technological challenge:  collecting and storing the data pool, dealing with the spread of vast amounts of information that is often very disorganized (IP addresses, fingerprinting, website logs, static web or warehouse data, social media, etc.).

2/ a scientific challenge: structuring and dissecting the data, uncovering knowledge from these data through different scientific tools like data visualization.

3/ an economic challenge: understanding and interpreting the data, taking advantage of them to gain insight and boost the competitivity to the next level. Data are becoming part of business level strategies: they help companies improving their decision-making processes, implementing predictive analysis on emerging markets and measuring risk before entering new segments.

Objectif

Ecole Polytechnique and our partner business school HEC Paris offer a two-year joint graduate degree program in “Data Science for Business”. It aims at training students in data sciences and provides them with high-level skills on technological, scientific, strategic and business levels. Our association represents the best Engineering & Business combination Europe could possibly offer, particularly in the field of Data Science and Business.

contenu

The program combines a scientific and a business approach to contemporary Data Science issues and challenges. The first year is spent at Ecole Polytechnique, with a strong focus on scientific and mathematic topics. The second year is spent at HEC Business School, where students are provided with the knowledge and skills in the business field. During these two years, students benefit from world class faculty and work with leading data scientists in specialized research units and a competitive environment.

domaines d'enseignement

Mathématiques appliquées.

compétences acquises

The MSc Data Science for Business will provide you with the fundamental skills and understanding of Data issues and challenges. This program responds specifically to the growing demand by companies for a new generation of data scientists and managers, who can deal with data pool on technological, scientific and business levels.

métiers

- Financial, banking and insurance sector (BNP Paribas, Société Générale, Barclays, HSBC, AXA).

- Telecommunications and digital (Orange, IBM, Google, Facebook, Criteo, start-ups).

- Manufacturing IT industry.

- E-commerce and retail companies (Amazon, FNAC, Darty, Cdiscount…).

- Consultancy agencies (McKinsey, Accenture, Cap Gemini…) and Business Intelligence (Keyris, Sopra Group, CapGemini, SAP-Business Object, SAS).

- Data-driven marketing industry.

- Media and the leisure industry.

débouchés

- Financial, banking and insurance sector (BNP Paribas, Société Générale, Barclays, HSBC, AXA).

- Telecommunications and digital (Orange, IBM, Google, Facebook, Criteo, start-ups).

- Manufacturing IT industry.

- E-commerce and retail companies (Amazon, FNAC, Darty, Cdiscount…).

- Consultancy agencies (McKinsey, Accenture, Cap Gemini…) and Business Intelligence (Keyris, Sopra Group, CapGemini, SAP-Business Object, SAS).

- Data-driven marketing industry.

- Media and the leisure industry.

Parcours

Unités d'enseignement

UE Type d'enseignement Domaines Catégorie d'UE Credit Ects Volume horaire Responsables Periode de programmation Site pédagogique
CDD550 Rentrée Enjeux Environnementaux PA - C8 Stéphane Bouchonnet,
Anne-Sarah Socié,
Alexandre Stegner
English English PA - C8
French Français PA - C8
HFC540 Introduction to the Digital Humanities PA - C8 1.5 Alberto Campagnolo,
Nicolas Wanlin
X-AN3-P2
HFC541 Introduction to Science and Technology Studies PA - C8 1.5 Lidia Chavinskaia,
Nicolas Wanlin
X-AN3-P2
HFC550B Principles and history of Geopolitics PA - C8 1.5 Matthieu Grandpierron,
Nicolas Wanlin
X-AN3-P1
HFC551 French Crime PA - C8 Humanités et sciences sociales 1.5 Antoine Guibal X-AN3-P1
HFC551B Multicultural France PA - C8 Humanités et sciences sociales 1.5 Sarah Bouttier X-AN3-P1
HFC552 Aspects of Comparative Commercial Law PA - C8 Humanités et sciences sociales 1.5 Sabine Sultan,
Nicolas Wanlin
X-AN3-P1
HFC553 The Myth of Paris in French Imagination PA - C8 1.5 Isabelle Schaffner X-AN3-P1
HFC554 Debating PA - C8 1.5 Declan Mc Cavana X-AN3-P1
HFC555 Introduction to French Music PA - C8 1.5 Chantal Schütz X-AN3-P1
HFC556 Introduction to French Politics PA - C8 Humanités et sciences sociales 1.5 Pierre-Marc Renaudeau,
Nicolas Wanlin
X-AN3-P1
HFC556B Introduction to French Politics PA - C8 1.5 Pierre-Marc Renaudeau X-AN3-P1
HFC557 Techno-Politics PA - C8 Humanités et sciences sociales 1.5 Asma Mhalla,
Nicolas Wanlin
X-AN3-P1
HFC558 Introduction to French Cinema PA - C8 Humanités et sciences sociales 1.5 Isabelle Schaffner X-AN3-P1
HFC559 Philosophy of Science Fiction PA - C8 1.5 Jonathan Degenève,
Nicolas Wanlin
X-AN3-P1
HFC559B Dark sides of the City of Lights PA - C8 1.5 Jonathan Degenève,
Nicolas Wanlin
X-AN3-P1
HFC560 Paris in the Jazz Age PA - C8 Humanités et sciences sociales 1.5 Isabelle Schaffner X-AN3-P2
HFC561 Representing the Self: From Montaigne to Selfies PA - C8 1.5 Antoine Guibal X-AN3-P2
HFC563 The Art of Simulation PA - C8 1.5 Fabien Giraud,
Nicolas Wanlin
X-AN3-P2
HFC564 Introduction to Geopolitics PA - C8 Humanités et sciences sociales 1.5 Elsa SEN X-AN3-P2
HFC564B Comparative Politics PA - C8 1.5 Elsa SEN X-AN3-P2
HFC565 Humour PA - C8 1.5 Declan Mc Cavana X-AN3-P2
HFC566 Introduction to French Politics PA - C8 Humanités et sciences sociales 1.5 Pierre-Marc Renaudeau,
Nicolas Wanlin
X-AN3-P2
HFC566B Advanced French politics PA - C8 Humanités et sciences sociales 1.5 Pierre-Marc Renaudeau,
Nicolas Wanlin
X-AN3-P2
HFC568 Sociology of energy transitions: innovation, socio-techni... PA - C8 1.5 Claire Le Renard,
Nicolas Wanlin
X-AN3-P2
HFC568B Introduction to French Cinema 2 PA - C8 1.5 Isabelle Schaffner X-AN3-P2
HFC569 Philosophy of Science Fiction PA - C8 Humanités et sciences sociales 1.5 Jonathan Degenève X-AN3-P2
HFC569B Dark sides of the City of Lights PA - C8 1.5 Jonathan Degenève X-AN3-P2
LAN511ARA Arabe Débutant 3 Langues Langues 3 Abdelwahid Fayala X-AN3-P1P2
LAN511RUS Russe niveau Débutant 3 Langues Langues 3 Cédric Pernette X-AN3-P1P2
LAN531ALL Allemand B1 Langues Langues 3 Heidi Knörzer X-AN3-P1P2
LAN531ITA MA6 - Italien niveau B1 Langues 3 Manuela Morabito BS AN3 - S5,
X-AN3-P1P2
LAN551CHN MA6 - Chinois niveau Intermédiaire 3 Langues Langues 3 Yanyan Cao X-AN3-P1P2
LAN551JAP MA6 - Japonais niveau Intermédiaire 3 Langues Langues 3 Julien Faury X-AN3-P1P2
LAN571ITA MA6 - Italien niveau Avancé 3 Langues Langues 3 Manuela Morabito X-AN3-P1P2
LAN572lFLE MA2 - Art et politique XIXe-XXe siècles Langues Langues 3 Julie André X-AN3-P1P2
LAN573bESP MA2 - B1/B2/C1 - América Latina : Conquista, colonización... Langues 3 Cristina Marinas X-AN3-P1P2
LAN573gFLE MA1 - Crime et culture populaire en France Langues 3 Julie André X-AN3-P1P2
LAN574dFLE MA2 - Les subtilités du français Langues Langues 3 Julie André X-AN3-P1P2
LAN574iANG C1/C2 - Finance Langues 3 X-AN3-P1P2,
X-AN3-P2
LAN600FLE Test Français - MSc&T Langues Julie André,
Antoine Guibal
X-AN3-P1P2
LAN611ALL01 JE1 - Allemand Débutant Langues 3 Heidi Knörzer X-AN3-P1P2
LAN611ESP01 JE1 - Espagnol Débutant Langues 3 Cristina Marinas X-AN3-P1P2
LAN611FLE01 LU6_JE3 - A0/A1 - Langue française et civilisation Langues 3 Julie André X-AN3-P1P2
LAN611FLE02 MA1_JE1 - A0/A1 - Langue française et civilisation Langues 3 Julie André X-AN3-P1P2
LAN611ITA JE1 - Italien Débutant Langues 3 Manuela Morabito X-AN3-P1P2
LAN611JAP JE1 - Japonais Débutant Langues 3 Julien Faury X-AN3-P1P2
LAN612JAP JE6 - Japonais Débutant Langues Julien Faury X-AN3-P3
LAN631ESP01 JE1 - B1 Espagnol Langues 3 Cristina Marinas X-AN3-P1P2
LAN631FLE01 LU6 - A2 - Langue française et civilisation Langues 3 Julie André X-AN3-P1P2
LAN631FLE02 MA2 - A2 - Langue française et civilisation Langues 3 Julie André X-AN3-P1P2
LAN651FLE01 JE1 - B1/B2 - Langue française et civilisation Langues 3 Julie André X-AN3-P1P2
LAN651FLE02 JE3 - B1/B2 - Langue française et civilisation Langues 3 Julie André X-AN3-P1P2
LAN671ANG01 JE1 - History of US Foreign Policy Since 1929 Langues 3 Chantal Schütz X-AN3-P1P2
LAN671ANG02 JE1 - Games & Culture Langues 3 Chantal Schütz X-AN3-P1P2
MAP530 Probability Refresher Course PA - C8 Mathématiques appliquées Tabea Rebafka X-AN3-P1
MAP531 Statistics with R PA - C8 Mathématiques appliquées 4 Pierre Latouche X-AN3-P1
MAP532 Mathematical Foundations of Data Science PA - C8 Mathématiques appliquées Flore Nabet X-AN3-P1
MAP534 Machine Learning I PA - C8 Mathématiques appliquées 4 Alain Durmus X-AN3-P1
MAP535 Regression PA - C8 Mathématiques appliquées 4 Karim Lounici X-AN3-P1
MAP536 Python for Data Science PA - C8 Mathématiques appliquées 4 Mathurin Massias X-AN3-P1
MAP537 Financial Markets PA - C8 Bastide Dorinel X-AN3-P1
MAP540 Capgemini Data Camp PA - C8 Mathématiques appliquées 4 Erwan Le Pennec X-AN3-P2
MAP541 Machine Learning II PA - C8 Mathématiques appliquées 4 Jean Marc Bardet X-AN3-P2
MAP542 Numerical processing of financial data PA - C8 4 Stéfano De Marco,
Anne-Claire MAURICE
X-AN3-P2
MAP543 Database Management PA - C8 Mathématiques appliquées 4 Dario Colazzo X-AN3-P2
MAP544 Natixis Data Camp PA - C8 4 Karim Lounici X-AN3-P2
MAP545 Optimization / Deep Learning PA - C8 4 Aymeric DIEULEVEUT,
Erwan Scornet
X-AN3-P1P2
MAP546 ENS Data Challenge PA - C8 4 Erwan Le Pennec X-AN3-P2
MAP547 Data Science for Business Seminars PA - C8 3 Erwan Le Pennec X-AN3-P1P2
MAP596A Internship for Data Science for Business (X) Stages Mathématiques appliquées 30 Erwan Le Pennec X-AN3-P3
MAP596B Internship for Data Science for Business Stages Mathématiques appliquées 30 Erwan Le Pennec X-AN3-P3
MIE566 Startup and large companies : building a bridge for innov... PA - C8 3 Benoît Decreton X-AN3-P2
MIE569 Sustainable Strategy and Business Models PA - C8 Management, Innovation et Entrepreneuriat 4 Benjamin Lehiany X-AN3-P2
MScT-SPO550 Pilates Sport 2 Julie Lesellier X-AN3-P1P2
MScT-SPO551 Multi Activity - Raid Sport X-AN3-P1P2
MScT-SPO552 Swimming Sport 2 Matthieu Albouy,
Laurent Laine
X-AN3-P1P2
MScT-SPO553 Boxing Sport 2 Jonathan Pouru,
Jerome Sanson
X-AN3-P1P2
MScT-SPO554 Climbing Sport 2 François Lésin,
Paul Sicamois
X-AN3-P1P2
MScT-SPO555 Multi Activity - Sport Sport 2 Thomas Ancelin,
Umit Görgülü,
Guillaume Le Dirach,
Régis Técher
X-AN3-P1P2
MScT-SPO556 Rowing Sport 2 Olivier Allart,
Alexandre Rosinski
X-AN3-P1P2
MScT-SPO557 Badminton Sport 2 Jérôme Guenet,
Mandrin Mouchet
X-AN3-P1P2
MScT-SPO558 Weight training / Cross training Sport 2 Laure Lamic X-AN3-P1P2
MScT-SPO559 Horseback Riding (Gallop 4 level min) Sport 2 X-AN3-P1P2
SPO501 Sports - 501 Sport Formation humaine, militaire et sportive 2 Renan Cuzon,
François Lésin,
Alain Truong Thang Dang
SPO502 Sports - 502 Sport Formation humaine, militaire et sportive 2 Renan Cuzon,
François Lésin,
Alain Truong Thang Dang
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