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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.