MSc Data Science for Business: Joint Degree with Ecole Polytechnique Program Details

MSc Big Data for Business Ecole Polytechnique / HEC Paris program details

The key aim of the teaching in this Joint Degree is to provide students with the tools needed to solve real problems, using structured and unstructured data masses, teaching them to ask the ‘right’ questions (both from statistics and ‘business’ perspectives), to use the appropriate mathematical and IT tools to answer these questions.

Students will be equipped to shift constantly from data to knowledge, from knowledge to strategic decision, and from strategic decision to operational business implementations.

All these shifts carry with them numerous challenges that each require an interdisciplinary approach involving mathematics, IT, business strategy, and management skills.

Year 1 at Ecole Polytechnique

Ecole Polytechnique Classroom, Joint Degree Big Data for Business, HEC Paris / Ecole Polytechnique

‘Data science’ is based on the statistical processing of information (Statistics / Numerical statistics and Machine learning).

A wide range of statistical methods will be explored throughout the program, along with methods derived from applied mathematics.

The program aims to sharpen students’ understanding of how these methods link basic, essential theories that play a considerable role in practice.

The teaching will focus largely on the data produced by ‘real-life’ cases obtained in association with the program’s industrial partners. We will teach students the newest and most commonly used tools in this industry.

The program will also tackle the topics of data storage, as today’s companies need to rethink constantly the structure of their information systems without compromising performances and security. In particular, it is necessary to master Big Data’s latest tools, mainly Hadoop and MapReduce (Pig Latin, Hive, etc.)

Management or Mathematics Foundation Courses

Depending on the profile of the students, they will have access to either management foundation courses (accounting and marketing) or mathematics foundation courses (mathematics, statistics and probabilities).

Core Courses

  • Statistics in Action
  • Statistics with R
  • Born to Code (Python programming)
  • Advanced Programming
  • Mathematical Foundations of Data Science
  • The Art of Regression
  • Data Structure and Data Management
  • Data Base Management System
  • Systems for Big Data Analytics
  • Machine Learning
  • Neural Networks and Deep Learning
  • Computational Statistics
  • Graphical Models for Big Data Analytics
  • Big Data Mining
  • Big Data Systems
  • Data Camp
  • Large Graphs Mining
  • Text and Graph Mining.

Year 2 at HEC Paris

HEC Paris offer two different options for the second year of the curriculum:

  • Strategic Management
  • or Digital Business

The Strategic Management Option

Students choosing this option in M2 will join the cohort of the Grande Ecole students choosing the Strategic Management specialization.

They will seat together in the classroom and benefit from the same learning environment.

For more information: Specialization in Strategic Management

The Digital Business Option

Students choosing this option in M2 will join the cohort of the Grande Ecole students choosing the Digital Business specialization.

They will seat together in the classroom and benefit from the same learning environment.

For more information: Digital Business specialization

Academic Team

Message from the Directors

In the Digital Age, everything has become information: data from social media, email exchanges, consumption habits, GPS data, bank transactions… All kinds of organizations are converting this vast amount of information into strategic resources. How should these data be stored? How can they be used? These questions impact the profit contributions of many functions within companies (marketing, sales, logistics, risk management) and, therefore, must be addressed.

HEC Paris and École Polytechnique, 2 globally-recognized institutions, have united forces to create a joint degree specifically aimed at providing students with strong skills in both Data Science and Business. This 2-year MSc program has been designed to combine high-level expertise in the engineering field, to train students in data sciences, with proficiency in the business field, to form data managers capable of taking strategic decisions based on data resources.

Profiles specialized in Big Data are in such high demand that often companies recruit students even before they graduate.  This degree will give you an invaluable asset so that you may become a key stakeholder in the digital transformation and evolve successfully in your business career.

Eric Moulines, Scientific Director, École Polytechnique

Laurence Lehmann-Ortega, Academic Director of the HEC Paris' MSc in Strategic Management

Stéphane Madoeuf, Scientific Director, HEC Paris

Eric Moulines, Scientific Director, École Polytechnique

 

Laurence Lehmann-Ortega, Scientific Director, HEC Paris

 

Stéphane Madoeuf, Scientific Director, HEC Paris

Program Faculty

HEC Paris and École Polytechnique both boast world-class faculty.

HEC Paris’ permanent faculty all come from the world’s leading research universities such as Harvard, MIT, Princeton, Stanford, UCLA, Wharton, Yale, etc. They regularly share their work in top academic journals and international conferences. 64% are non-French and represent 29 different nationalities.

École Polytechnique has 670 full-time faculty, including 39% of international.

Evolve in a Dynamic Research Ecosystem

Pushing the frontier of knowledge is a shared priority between HEC Paris and École Polytechnique. Both institutions have created specialized research units in order to provide major interdisciplinary contributions to management, innovation, science, technology, and society. École Polytechnique has for example 22 joint laboratories with the CNRS (National Center for Scientific Research) or other research institutions, such as the CEA, INRIA, INSERM, Université Paris-Sud, ENSTA ParisTech and UPMC.

HEC Paris has launched chairs with major companies on contemporary issues such as leadership, innovation, and sustainability, but also interdisciplinary research centers:

  • the Society and Organizations Center, which aims at offering new ways of understanding the world and helping organizations to reconcile economic priorities with a new series of imperatives
  • the Entrepreneurship Center, which promotes entrepreneurship through innovative HEC Paris programs, start-ups support, academic and business partnerships
  • the Digital Transformation Center, which addresses the challenges of digital transformation, and brings together businesses and students to work directly on such issues.