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Program Structure

YEAR 1 at Ecole polytechnique

First Period (Mid-September-Mid-December)

2 Refresher courses for students with a business/management background:

MAP530: Probability refresher
MAP532: Mathematical foundations of data science

4 Mandatory Courses
MAP531: Statistics (4 ECTS)
MAP534: Introduction to Machine Learning (4 ECTS)
MAP535: Regression (4 ECTS)
MAP536R: R for Data Science (3 ECTS)

Second period (January to March)

5 Mandatory Courses
MAP540: Data Camp Projects (5 ECTS)
MAP541: Machine Learning II (4 ECTS)
MAP543: Database Management (4 ECTS)
MAP546: Statistics in action (4 ECTS)
MAP536P: Python for Data Science (3 ECTS)


- One Foreign language module (French language module for non-speaking students) - 3 ECTS
- Two modules of Humanities and French Culture - 3 ECTS
- Sport - 2 ECTS

Fourth period (April to July)

MAP596B: Three-month Internship in a company - 27 ECTS

YEAR 2 at HEC Paris

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

- Strategic Management Track
- Data Science for Business

Please note this list is indicative of the structure of the program and may be subject to change.