Master Program in Big Data and Machine Learning
Program offered in English

The Master Program in “Big Data and Machine Learning” prepares engineers capable of helping companies « extracting value » from their data.

Master Program in Big Data and Machine Learning
Program offered in English

The Master Program in “Big Data and Machine Learning” prepares engineers capable of helping companies « extracting value » from their data.

Program Description

The Master Program in “Big Data and Machine Learning” prepares engineers capable of helping companies « extracting value » from their data.

Course content includes theoretical components (e.g. Statistics, Machine Learning) and practical elements (e.g. data-centric programming, distributed systems for BIG data, data visualization).

Multiple Case Studies included in the program help to reinforce an understanding of the potential role and application of these techniques in the value chain of companies as well as the proposal of Big Data and Machine Learning solutions based on the needs of different fields.

PROGRAM

computer

FUNDAMENTALS

Machine Learning
Applied Statistics
Distributed Algorithms
Convex Optimisation
Functional Data Programming
Advanced Machine Learning and Text Mining

computer

APPLICATIONS

Data structuring and NoSQL databases
Hadoop stack – Hive
Introduction to Cyber security
Data Visualisation and Applications
Applications of Big Data for IoT

machinery

INNOVATIVE PROJECTS IN M1

Methodology and technical monitoring
Business Plan
Coaching: Support for teams
Competition with a jury of professionals

briefcase

PROFESSIONAL TRAINING

Technical internship, 4.5 months starting mid-April (M1)

pro

POSSIBLE SECTORS

Sustainable Development
Energy
Finance and Banking Insurance
New Media and Video Games
E-Health
Telecommunications and Internet
Transportation

metiers

POSSIBLE PROFESSIONS

Information Systems Architect
Consultant
Entrepreneur
Expert
Business Engineer
International Project Manager

fundamentals

FUNDAMENTALS

Statistics and Machine learning
Artificial Intelligence
Python, R and Scala programming
Data wrangling
Use case modelling

fundamentals

SCIENCE ELECTIVE COURSE

Artificial Intelligence, Deep Learning and Applications
Blockchain: Challenges and Opportunities
Big Data for Companies
Creativity and Entrepreneurship
Design et conception
Internet of Things
Health Innovation
Security Management
Web et 3D
Analysis, software vulnerability
Security Seminar

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SCIENTIFIC OPPORTUNITIES

Big Data
Authentification, Security and Access
Multimedia and 3D Applications
Design and Innovative Conception
Health and Medicine Innovation
Creativity and Entrepreneurship

more info

GENERAL STUDIES

Law 
Culture and communication
Adapt in a Globalized World Seminar
Management and Development Seminar
English or FLE (Groups)
LV2 (optional)
Academic Conferences and round tables

machinery

END OF STUDIES PROJECT (M2)

Old Technology
Management and technical skills
Fundraising
Pilot an R&D Project to define the phases and recrutement for your teams 

briefcase

PROFESSIONAL TRAINING

6-month Engineer Internship (end of studies) starting mid-February

Learning Objectives

By the end of this program, the Big Data and Machine Learning engineer will know how to: 

  • Apply machine learning methods to business data;  
  • Implement solutions for processing and analyzing Big Data;  
  • Navigate the choice of Big Data solutions based on a company’s strategic needs;  
  • Capitalize on and leverage data to the benefit of the business. 

Career Options

  • Data Scientist 
  • Big Data Architect 
  • Data Engineer  
  • Big Data Consultant