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Diplôme de formation gradué de l'Ecole Polytechnique -MSc&T - 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
English English PA - C8
French Français PA - C8
HFC550 Sociology of Democracy and Digital PA - C8 Humanités et sciences sociales 1.5 Fabrizio Li Vigni AN3 - P1
HFC551 French Crime PA - C8 Humanités et sciences sociales 1.5 Antoine Guibal AN3 - P1
HFC552 Aspects of Comparative Commercial Law PA - C8 Humanités et sciences sociales 1.5 Sabine Sultan AN3 - P1
HFC553 The Myth of Paris in French Imagination PA - C8 1.5 Isabelle Schaffner AN3 - P1
HFC554 Debating PA - C8 1.5 Declan Mc Cavana AN3 - P1
HFC555 Introduction to French Music PA - C8 1.5 Chantal Schütz AN3 - P1
HFC556 Introduction to French Politics PA - C8 Humanités et sciences sociales 1.5 Pierre-Marc Renaudeau AN3 - P1
HFC557 Sociology of energy transitions: innovation, socio-techni... PA - C8 1.5 Claire Le Renard AN3 - P1
HFC558 Economic Sociology PA - C8 Humanités et sciences sociales 1.5 Olivier Pilmis AN3 - P1
HFC559 Philosophy of Science Fiction PA - C8 1.5 Jonathan Degenève AN3 - P1
HFC560 Paris in the Jazz Age PA - C8 Humanités et sciences sociales 1.5 Antoine Guibal AN3 - P2
HFC560B Sociology of Democracy and Digital PA - C8 Humanités et sciences sociales 1.5 Fabrizio Li Vigni AN3 - P2
HFC561 Introduction to French Cinema PA - C8 Humanités et sciences sociales 1.5 Isabelle Schaffner AN3 - P2
HFC562 Introduction to French Music PA - C8 Humanités et sciences sociales 1.5 Chantal Schütz AN3 - P2
HFC564 Geopolitics PA - C8 Humanités et sciences sociales 1.5 Elsa SEN AN3 - P2
HFC564B Advanced Geopolitics PA - C8 1.5 Elsa SEN AN3 - P2
HFC565 French Humour PA - C8 AN3 - P2
HFC566 Introduction to French Politics PA - C8 Humanités et sciences sociales 1.5 Pierre-Marc Renaudeau AN3 - P2
HFC566B Advanced French politics PA - C8 Humanités et sciences sociales 1.5 Pierre-Marc Renaudeau AN3 - P2
HFC567 Corporate Sustainability: How ethics & responsibility are... PA - C8 Humanités et sciences sociales 1.5 Alice Steenland AN3 - P2
HFC569 Philosophy of Science Fiction PA - C8 Humanités et sciences sociales 1.5 Jonathan Degenève AN3 - P2
HFC569B Dark sides of the City of Lights PA - C8 1.5 Jonathan Degenève AN3 - P2
LAN531ALL Allemand B1 Langues Langues 3 Gabriele Chiari,
Heidi Knörzer,
Christine Pototschnig
AN3-P1-P2
LAN531ITA MA5 - Italien niveau B1 Langues 3 Manuela Morabito AN3-P1-P2
LAN551CHN MA5 - Chinois niveau Intermédiaire 3 Langues Langues 3 Sulaiman Palizhati,
Liyan Sarfis
AN3-P1-P2
LAN572aFLE MA1 - Autoportrait , écritures et image de soi : de Monta... Langues Langues 3 Julie André,
Antoine Guibal
AN3-P1-P2
LAN572bALL C1 - Von Bach zu Berg Langues Langues 3 Daniel Argeles,
Heidi Knörzer
AN3-P1-P2
LAN572cESP MA2 - B2/C1 - Pensamiento y creación de mujeres en el mun... Langues Langues 3 Almudena Blasco Vallés,
Cristina Marinas
AN3-P1-P2
LAN572fESP B2/C1 - Pintura española Langues Langues 3 Cristina Marinas AN3-P1-P2
LAN572gESP B1/B2 - Le Concept Espagne : une construction transversa... Langues Langues 3 Marie Carmen Giralt,
Cristina Marinas
AN3-P1-P2
LAN572kFLE LU6 - Mythes de la technique Langues Langues 3 Julie André,
Jean-Christophe Sampieri
AN3-P1-P2
LAN574cFLE LU6 - Paris vu par... - LAN574cFLE Langues Langues 3 Julie André,
Isabelle Schaffner
AN3-P1-P2
LAN591ANG Research Paper Langues Langues 3 Sarah Bouttier,
Fabienne Robinson
AN3-P1-P2
LGD01ALL Allemand Débutant Langues 3 Heidi Knörzer,
Chantal Schütz
AN3-P1-P2
LGD01ANG Memes and Meaning Langues Langues 3 Julie Mc Donald,
Chantal Schütz
AN3-P1-P2
LGD01ESP Espagnol Débutant Langues Langues 3 Lucia Aguilar Candau,
Cristina Marinas
AN3-P1-P2
LGD01FLE1 Langue française et civilisation (A1) Langues Langues 3 Julie André,
Christine Le Saux,
Joy Melloul
AN3-P1-P2
LGD01FLE2 Langue française et civilisation (A1) Langues 3 Julie André,
Joy Melloul
AN3-P1-P2
LGD02ANG X-citing the spark Langues Langues 3 Sarah Bouttier,
Chantal Schütz
AN3-P1-P2
LGD02ESP Espagnol B1 - Actualidad en el mundo hispanico Langues 3 Cristina Marinas,
José Ramirez De Arellano Alonso
AN3-P1-P2
LGD02FLE1 Langue française et civilisation (A2) Langues Langues 3 Julie André,
Pascale Ribardière,
Jalal Zaïm Mounajed
AN3-P1-P2
LGD02FLE2 Langue française et civilisation (A2) Langues 3 Julie André,
Pascale Ribardière
AN3-P1-P2
LGD03ANG Human Beans Langues Langues 3 Meghann Cassidy,
Chantal Schütz
AN3-P1-P2
LGD03FLE1 Langue française et civilisation (B1) Langues Langues 3 Julie André,
Antoine Guibal
AN3-P1-P2
MAP530 Probability Refresher Course PA - C8 Mathématiques appliquées Tabea Rebafka AN3 - P1
MAP531 Statistics with R PA - C8 Mathématiques appliquées 4 Clara Lage,
Pierre Latouche,
Achille Thin
AN3 - P1
MAP532 Mathematical Foundations of Data Science PA - C8 Mathématiques appliquées Flore Nabet AN3 - P1
MAP534 Machine Learning I PA - C8 Mathématiques appliquées 4 Thomas Kerdreux,
Sylvain Le Corff
AN3 - P1
MAP535 Regression PA - C8 Mathématiques appliquées 4 Karim Lounici AN3 - P1
MAP536 Python for Data Science PA - C8 Mathématiques appliquées 4 Mathurin Massias AN3 - P1
MAP537 Quantitative Marketing PA - C8 Mathématiques appliquées Julie Josse AN3 - P1
MAP540 Capgemini DataCamp Projects PA - C8 Mathématiques appliquées 4 Erwan Le Pennec AN3 - P2
MAP541 Machine Learning II PA - C8 Mathématiques appliquées 4 Jean Marc Bardet,
Clement Deslandes,
Erwan Le Pennec
AN3 - P2
MAP543 Database Management PA - C8 Mathématiques appliquées 4 Dario Colazzo AN3 - P2
MAP544 Carrefour DataCamp Projects PA - C8 4 Erwan Le Pennec,
Geneviève Robin
AN3 - P2
MAP545 Optimization / Deep Learning PA - C8 4 Aymeric DIEULEVEUT,
Erwan Scornet
AN3-P1-P2
MAP547 Data Science for Business Seminars PA - C8 Erwan Le Pennec AN3-P1-P2
MAP596A Internship for Data Science for Business (X) Stage Mathématiques appliquées 27 Erwan Le Pennec AN3-P3
MAP596B Internship for Data Science for Business Stage Mathématiques appliquées 30 Erwan Le Pennec AN3-P3
MScT-SPO551 Volley Sport AN3-P1-P2
MScT-SPO552 Swimming Sport AN3-P1-P2
MScT-SPO553 Boxing Sport AN3-P1-P2
MScT-SPO554 Climbing Sport AN3-P1-P2
MScT-SPO555 Football Sport AN3-P1-P2
MScT-SPO556 Rowing Sport AN3-P1-P2
MScT-SPO557 Badminton Sport AN3-P1-P2
MScT-SPO558 Weight training / Cross training Sport AN3-P1-P2
MScT-SPO559 Running Sport AN3-P1-P2
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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