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
- MScT-DSB-MScT1 Data Science for Business - MScT 1A
- MScT-DSB-S1 MScT DSB - Semestre 1
- MAP530 Probability Refresher Course
- MAP532 Mathematical Foundations of Data Science
- MAP531 Statistics with R
- MAP534 Machine Learning I
- MAP535 Regression
- MAP536 Python for Data Science
- SPO501 Sports - 501
- HFC551 French Crime
- HFC558 Economic Sociology
- HFC556 Introduction to French Politics
- HFC552 Aspects of Comparative Commercial Law
- HFC557 Sociology of energy transitions: innovation, socio-technical change and controversies in the energy sector
- HFC550 Sociology of Democracy and Digital
- HFC553 The Myth of Paris in French Imagination
- HFC554 Debating
- HFC555 Introduction to French Music
- HFC564B Advanced Geopolitics
- HFC569B Dark sides of the City of Lights
- HFC565 French Humour
- HFC559 Philosophy of Science Fiction
- MScT-DSB-S2 MScT DSB - Semestre 2
- HFC566B Advanced French politics
- HFC567 Corporate Sustainability: How ethics & responsibility are driving investment & performance
- HFC569B Dark sides of the City of Lights
- HFC564 Geopolitics
- HFC560 Paris in the Jazz Age
- SPO502 Sports - 502
- MAP540 Capgemini DataCamp Projects
- MAP545 Optimization / Deep Learning
- HFC569 Philosophy of Science Fiction
- HFC561 Introduction to French Cinema
- MAP541 Machine Learning II
- MAP543 Database Management
- MAP547 Data Science for Business Seminars
- MAP537 Quantitative Marketing
- HFC566 Introduction to French Politics
- MAP544 Carrefour DataCamp Projects
- HFC560B Sociology of Democracy and Digital
- HFC562 Introduction to French Music
- MAP596A Internship for Data Science for Business (X)
- MAP596B Internship for Data Science for Business
- LGD01ESP Espagnol Débutant
- LGD03ANG Human Beans
- LGD01ANG Memes and Meaning
- LGD02ANG X-citing the spark
- LGD01FLE1 Langue française et civilisation (A1)
- LGD02FLE1 Langue française et civilisation (A2)
- LGD03FLE1 Langue française et civilisation (B1)
- French Français
- English English
- MScT-DSB-S1 MScT DSB - Semestre 1
- MScT-DSB-MScT2 Data Science for Business - MScT 2A
- MScT-DSB-S3 MScT DSB - Semestre 3
- MScT-DSB-S4 MScT DSB - Semestre 4
- LGD02ESP Espagnol B1 - Actualidad en el mundo hispanico
- MScT-SPO551 Volley
- MScT-SPO552 Swimming
- MScT-SPO553 Boxing
- MScT-SPO554 Climbing
- MScT-SPO555 Football
- MScT-SPO556 Rowing
- MScT-SPO557 Badminton
- MScT-SPO558 Weight training / Cross training
- MScT-SPO559 Running
- LGD02FLE2 Langue française et civilisation (A2)
- LGD01FLE2 Langue française et civilisation (A1)
- LAN531ITA MA5 - Italien niveau B1
- LAN572fESP B2/C1 - Pintura española
- LAN572bALL C1 - Von Bach zu Berg
- LAN574cFLE LU6 - Paris vu par... - LAN574cFLE
- LGD01ALL Allemand Débutant
- LAN531ALL Allemand B1
- LAN572gESP B1/B2 - Le Concept Espagne : une construction transversale pluriculturelle
- LAN572aFLE MA1 - Autoportrait , écritures et image de soi : de Montaigne au selfie
- LAN572kFLE LU6 - Mythes de la technique
- LAN551CHN MA5 - Chinois niveau Intermédiaire 3
- LAN572cESP MA2 - B2/C1 - Pensamiento y creación de mujeres en el mundo hispano del XIX y XX
- LAN591ANG Research Paper