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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
APM_50441_EP Machine Learning II Cours scientifiques Mathématiques appliquées 5 Erwan Le Pennec X-AN3-P1P2
APM_50442_EP Numerical processing of financial data Cours scientifiques Mathématiques appliquées 5 Stéfano De Marco,
Anne-Claire MAURICE
X-AN3-P1P2
APM_50443_EP Database Management Cours scientifiques Mathématiques appliquées 5 Dario Colazzo X-AN3-P1P2
APM_51401_EP DSB Data Camp Cours scientifiques Mathématiques appliquées Stéfano De Marco,
Erwan Le Pennec
X-AN3-P1
APM_51430_EP Probability Refresher Course Cours scientifiques Mathématiques appliquées Tabea Rebafka X-AN3-P1
APM_51431_EP Probability and Statistics with R Cours scientifiques Mathématiques appliquées 5 Pierre Latouche X-AN3-P1
APM_51432_EP Mathematical Foundations of Data Science Cours scientifiques Mathématiques appliquées 5 Flore Nabet X-AN3-P1
APM_51434_EP Machine Learning I Cours scientifiques Mathématiques appliquées 5 Alain Durmus,
Manon Michel
X-AN3-P1
APM_51435_EP Linear algebra and regression Cours scientifiques Mathématiques appliquées 5 Karim Lounici X-AN3-P1
APM_51437_EP Financial Markets Cours scientifiques Mathématiques appliquées Bastide Dorinel X-AN3-P1
APM_51460_EP Python for Data Science Cours scientifiques Mathématiques appliquées 5 Mathurin Massias X-AN3-P1
APM_52440_EP Capgemini Data Camp Cours scientifiques Mathématiques appliquées 5 Erwan Le Pennec X-AN3-P2
APM_52445_EP Optimization / Deep Learning Cours scientifiques Mathématiques appliquées 5 Aymeric DIEULEVEUT X-AN3-P2
APM_52446_EP ENS Data Challenge Cours scientifiques Mathématiques appliquées Erwan Le Pennec X-AN3-P2
APM_52447_EP Data Science for Business Seminars Cours scientifiques Mathématiques appliquées 2 Erwan Le Pennec X-AN3-P1
CDD550 Rentrée Enjeux Environnementaux PA - C8 Stéphane Bouchonnet,
Anne-Sarah Socié,
Alexandre Stegner
HSS_51G10_EP Principles and history of Geopolitics HSS - Cours Humanités et sciences sociales Humanities & French Culture. 1.5 Matthieu Grandpierron,
Nicolas Wanlin
X-AN3-P1
HSS_51G11_EP Aspects of Comparative Commercial Law HSS - Cours Humanités et sciences sociales Humanities & French Culture. 1.5 Sabine Sultan,
Nicolas Wanlin
X-AN3-P1
HSS_51G12_EP Introduction to French Politics HSS - Cours Humanités et sciences sociales Humanities & French Culture. 1.5 Pierre-Marc Renaudeau,
Nicolas Wanlin
X-AN3-P1
HSS_51G13_EP Introduction to French Politics HSS - Cours Humanités et sciences sociales Humanities & French Culture. 1.5 Pierre-Marc Renaudeau X-AN3-P1
HSS_51G14_EP Philosophy of Science Fiction HSS - Cours Humanités et sciences sociales Humanities & French Culture. 1.5 Jonathan Degenève,
Nicolas Wanlin
X-AN3-P1
HSS_51G15_EP Dark sides of the City of Lights HSS - Cours Humanités et sciences sociales Humanities & French Culture. 1.5 Jonathan Degenève,
Nicolas Wanlin
X-AN3-P1
HSS_52G20_EP Sociology of energy transitions HSS - Cours Humanités et sciences sociales Humanities & French Culture. 1.5 Claire Le Renard,
Nicolas Wanlin
X-AN3-P2
HSS_52G21_EP Introduction to Science and Technology Studies HSS - Cours Humanités et sciences sociales Humanities & French Culture. Lidia Chavinskaia,
Nicolas Wanlin
X-AN3-P2
HSS_52G22_EP Introduction to French Politics HSS - Cours Humanités et sciences sociales Humanities & French Culture. 1.5 Pierre-Marc Renaudeau,
Nicolas Wanlin
X-AN3-P2
HSS_52G23_EP Advanced French politics HSS - Cours Humanités et sciences sociales Humanities & French Culture. 1.5 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. 1.5 Frédéric Geraud de Lescazes,
Nicolas Wanlin
X-AN3-P2
HSS_52G25_EP Philosophy of AI: epistemology, ethics and politics HSS - Cours Humanités et sciences sociales Humanities & French Culture. 1.5 François Levin,
Nicolas Wanlin
X-AN3-P2
HSS_52G26_EP Philosophy of Science Fiction HSS - Cours Humanités et sciences sociales Humanities & French Culture. 1.5 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. 1.5 Jonathan Degenève,
Nicolas Wanlin
X-AN3-P2
HSS_52G28_EP Introduction to the Digital Humanities Culture générale Humanités et sciences sociales Humanities & French Culture. Alberto Campagnolo,
Nicolas Wanlin
IME_50466_EP Privacy in a digital world : societal stakes and regulation Cours scientifiques Management, Innovation et Entrepreneuriat 3 Benoît Decreton X-AN3-P2
INT_52407_EP Internship for Data Science for Business (X) Stage Mathématiques appliquées 27 Erwan Le Pennec X-AN3-P3
INT_52408_EP Internship for Data Science for Business Stage Mathématiques appliquées 20 Erwan Le Pennec X-AN3-P3
LAN611JAP JE1 - Japonais Débutant Langues Julien Faury
LDE_51100_EP JE1 - Allemand Débutant Langues Langues 3 Heidi Knörzer X-AN3-P1P2
LEN_51G10_EP French thinking: difference, bodies, power Culture générale Langues Humanities & French Culture. 1.5 Meghann Cassidy X-AN3-P1
LEN_51G11_EP Multicultural France Culture générale Langues Humanities & French Culture. 1.5 Sarah Bouttier X-AN3-P1
LEN_51G12_EP The Myth of Paris in French Imagination Culture générale Langues Humanities & French Culture. 1.5 2 Isabelle Schaffner X-AN3-P1
LEN_51G13_EP Debating Culture générale Langues Humanities & French Culture. 1.5 20 Declan Mc Cavana X-AN3-P1
LEN_51G14_EP Introduction to Geopolitics Culture générale Humanités et sciences sociales, Langues Humanities & French Culture. 1.5 Elsa SEN X-AN3-P1
LEN_51G15_EP Beyond the Mundane: Analyzing Food Practices (Part 1) Culture générale Langues Humanities & French Culture. 1.5 Manon Amandio X-AN3-P1
LEN_51G16_EP Introduction to French Cinema Culture générale Langues, Humanités et sciences sociales Humanities & French Culture. 1.5 Isabelle Schaffner X-AN3-P1
LEN_52G20_EP Paris in the Jazz Age Culture générale Langues Humanities & French Culture. 1.5 Isabelle Schaffner X-AN3-P2
LEN_52G21_EP French thinking: difference, bodies, power Culture générale Langues Humanities & French Culture. 1.5 Meghann Cassidy X-AN3-P2
LEN_52G22_EP Representing the Self: From Montaigne to Selfies Culture générale Langues Humanities & French Culture. 1.5 Antoine Guibal X-AN3-P2
LEN_52G23_EP Beyond the Mundane: Analyzing Food Practices -Part 2 Culture générale Humanités et sciences sociales, Langues Humanities & French Culture. 1.5 Manon Amandio X-AN3-P2
LEN_52G24_EP The Art of Simulation PA - C8 1.5 Fabien Giraud,
Nicolas Wanlin
LEN_52G25_EP Comparative Politics Culture générale Langues Humanities & French Culture. 1.5 Elsa SEN X-AN3-P2
LEN_52G26_EP Humour Culture générale Langues Humanities & French Culture. 1.5 Declan Mc Cavana X-AN3-P2
LEN_52G27_EP French Crime Culture générale Langues Humanities & French Culture. 1.5 Antoine Guibal X-AN3-P2
LEN_52G28_EP Introduction to French Cinema 2 Culture générale Langues Humanities & French Culture. 1.5 Isabelle Schaffner X-AN3-P2
LEN_50512_EP JE1 - Games and society Langues Langues 3 Laura Hilary Langlois X-AN3-P1P2
LES_51100_EP JE1 - Espagnol Débutant Langues Langues 3 Jean-Baptiste Thomas,
FREDERIQUE VALAT
X-AN3-P1P2
LES_51200_EP JE1 - B1 Espagnol Langues Langues 3 Ines Lomne,
Jean-Baptiste Thomas
X-AN3-P1P2
LES_51300_EP JE1 - B1B2 Espagnol - LES_5100_EP Langues Langues 3 2 Silvina CAMPO,
Jean-Baptiste Thomas
X-AN3-P1P2
LFR_50000_EP Test Français - MSc&T Langues Julie André,
Antoine Guibal
LFR_50105_EP MA1-JE3 - A0/A1 - Langue française et civilisation Langues Langues Humanities & French Culture. 3 Julie André X-AN3-P1P2
LFR_50107_EP JE3-JE6 - A0/A1 - Langues française et civilisation Langues Langues 3 Julie André X-AN3-P1P2
LFR_50201_EP LU6 - A2/B1 - Langue française et civilisation Langues Langues 3 Julie André X-AN3-P1P2
LFR_50202_EP JE3 - A2/B1 - Langue française et civilisation Langues Langues Humanities & French Culture. 3 2 Julie André X-AN3-P1P2
LFR_50203_EP MA2 - A2/B1 - Langue française et civilisation Langues Langues 3 Julie André X-AN3-P1P2
LFR_50301_EP JE1 - B1/B2 - Langue française et civilisation Langues Langues 3 Julie André X-AN3-P1P2
LIT_51100_EP Italien intermédiaire Langues Langues 2 30 Manuela Morabito,
Maria Cristina VINO
X-AN3-P1P2
LJA_50100_EP JE1 - Japonais débutant Langues Langues 3 Mika Momma,
Nobuko Temma
X-AN3-P1P2
PAS_50401_EP MUSCLE STRENGTHENING Sport 2 Julie Lesellier X-AN3-P1P2
PAS_50402_EP Volleyball Sport 2 Fatehi Maskri X-AN3-P1P2
PAS_50403_EP LASER RUN Sport 2 Thomas Descazaux X-AN3-P1P2
PAS_50404_EP Swimming Sport 2 Jauffrey Dussert,
Marc Pernot
X-AN3-P1P2
PAS_50405_EP Boxing Sport 2 Jonathan Pouru X-AN3-P1P2
PAS_50406_EP Climbing Sport 2 Paul Sicamois X-AN3-P1P2
PAS_50407_EP AFRO DANCING Sport 2 Laure Lamic X-AN3-P1P2
PAS_50408_EP Rowing Sport 2 Alexandre Rosinski X-AN3-P1P2
PAS_50409_EP Badminton Sport 2 Mandrin Mouchet X-AN3-P1P2
PAS_50410_EP Weight training / Cross training Sport 2 Laure Lamic X-AN3-P1P2
PAS_50411_EP Horseback Riding (Gallop 4 level min) Sport 2 X-AN3-P1P2
PAS_50412_EP Rugby MScT Sport 2 Vincent Bordelongue,
Régis Técher
X-AN3-P1P2
PAS_50413_EP Football MScT Sport 2 Régis Renard X-AN3-P1P2
PAS_50414_EP Basketball MScT Sport 2 Alexis Percelay X-AN3-P1P2
PAS_50415_EP Mixed Martial Arts (MMA) Sport 2 Umit Görgülü X-AN3-P1P2
PDV_50401_EP Career Center MScT M1 Conférences Développement personnel INNA PERU,
Anne Taupin
X-AN3-P1
Welcome Week MScT Welcome Week MScT Amphis de présentation X-AN3-P1
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