MiM - Data Science & AI for Business Track
Unlock the power of data and artificial intelligence to tackle new challenges and become a key asset in strategic decision-making.
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Preparing you for a successful career in Data Science & AI for Business
EDHEC’s Master in Management (MiM) – Data Science & AI for Business also known as Grande École programme, is a two-year academic course, taught entirely in English, that will equip you with the knowledge and skills, managerial and quantitative, essential for new careers using data science and AI.
Today’s world is undergoing unique changes, with the advent of artificial intelligence, that raise new challenges for the business industry. This new track will prepare you to tackle those challenges. It benefits from the expertise of professors in the field of technologies and AI, as well as academic and corporate partners such as Orange, CAIA, GARP, Microsoft and Ubisoft.
The MiM - Data Science & AI for Business track will appeal to graduate-level students or young professionals who have for ambition to master the fields of data science and artificial intelligence and make their career a real success in whichever sector of activity they wish to pursue.
In partnership with :
OrangeOrange is one of the world's leading telecommunications operators. Operating in 26 countries, the Group serves 287 million customers and employs over 135,000 people globally. Orange Business, the Group's B2B division, focuses on serving businesses and professionals. Leveraging its technological expertise and deep understanding of business challenges, Orange Business supports the digital transformation of over 3,000 multinational companies and numerous SMEs worldwide.
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Preparing you for a successful career in Data Science & AI for Business
EDHEC’s Master in Management (MiM) – Data Science & AI for Business also known as Grande École programme, is a two-year academic course, taught entirely in English, that will equip you with the knowledge and skills, managerial and quantitative, essential for new careers using data science and AI.
Today’s world is undergoing unique changes, with the advent of artificial intelligence, that raise new challenges for the business industry. This new track will prepare you to tackle those challenges. It benefits from the expertise of professors in the field of technologies and AI, as well as academic and corporate partners such as Orange, CAIA, GARP, Microsoft and Ubisoft.
The MiM - Data Science & AI for Business track will appeal to graduate-level students or young professionals who have for ambition to master the fields of data science and artificial intelligence and make their career a real success in whichever sector of activity they wish to pursue.
In partnership with :
OrangeOrange is one of the world's leading telecommunications operators. Operating in 26 countries, the Group serves 287 million customers and employs over 135,000 people globally. Orange Business, the Group's B2B division, focuses on serving businesses and professionals. Leveraging its technological expertise and deep understanding of business challenges, Orange Business supports the digital transformation of over 3,000 multinational companies and numerous SMEs worldwide.
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OVERVIEW
Your Master in Management - Data Science & AI for Business in a nutshell
The Master in Management (MiM) - Data Science & AI for Business programme will enable you to master in-depth managerial and quantitative skills needed to take your place at the heart of corporate decision-making process, propose innovative solutions and meet the technological challenges of tomorrow’s business world.
During your Master 1, you will learn the fundamentals of data science & AI and develop skills in:
- IT
- coding
- database management
- statistical model development
- machine learning
- etc.
Your year of professional immersion will enable you to put this knowledge into practice.
Today, the technological revolution and the impact of generative artificial intelligence is really making a strong impact on the business world.
EDHEC and its Master in Management had already integrated this data dimension in its programme in 2017, with the creation of the MSc in Data Analytics and Artificial Intelligence,
and in 2022 with the MSc in Marketing Analytics.
But now the idea is to move forward and to create a complete master cycle devoted to data science and AI for business.
So we have 2 academic years, and the first one will be a combination of technical skills with programming and an intensive use of the Python language, with database management, with modelling, machine learning and deep learning, and with the impact of artificial intelligence and its ethical and regulation consequences.
On the other hand, we have all the skills in management and finance which are part of EDHEC's Master in Management DNA.
The idea of the combination of technical skills and managerial skills is to provide you with a vision, a strategic vision of the consequences of artificial intelligence on business and society in general.
The job market is deeply impacted by artificial intelligence, and we have new jobs popping up on the market on a daily basis.
Our job at EDHEC is to anticipate, to forecast the consequences of artificial intelligence on the job market.
So we first have this MSc in Data Analytics and Artificial Intelligence, which will lead you to careers of data analyst or data scientist.
If you are interested in marketing, you can opt for the MSc in Marketing Analytics, which will lead to careers of marketing analyst, customer analyst or Behavioural analyst.
If you are more interested in finance, you can choose an MSc in Financial Engineering, which will lead to careers at the combination of artificial intelligence and financial market, and especially in the Fintech dimension.
Finally, if you are interested in engineering, you can choose the Masters we have with our partner Eurecom in Internet of Things or Data science.
Upon graduation, our ambition at EDHEC is you to become leaders, responsible leaders, impactful leaders who fully integrate the impact of artificial intelligence on the business and the society.
In Master 2 – gain in-depth expertise, and opt for the MSc in Financial Engineering (Nice campus), the MSc in Data Analytics & Artificial Intelligence, the MSc in Marketing Analytics (both in Lille campus) or the Double Degree with EURECOM (Master in Network and Telecommunications, major in Internet of Things or the Master in Computer Science, major in Data Science).
By the end of the curriculum, you will have mastered all the academic and professional skills essential to influence the decision-making process and propose innovative solutions to address tomorrow’s technological challenges
YEAR 1
FUNDAMENTALS - MASTER 1
YEAR 2
ONE YEAR OF WORK EXPERIENCE
YEAR 3
MSc SPECIALISATION AT EDHEC OR A PARTNER UNIVERSITY - MASTER 2
You will learn the fundamentals of data science and artificial intelligence, as well as the fundamentals of finance and business management. You will interact simultaneously with tech and data professionals and distinguished professors.
You are given the opportunity to engage in your first work experience allowing you to start forging your career path. During your internship, you will put the technical and managerial skills acquired into action and gain professional experience, highly valued when entering the business world. You may also opt for a six-month exchange at a partner university.
You will return for your final academic year and choose among one of the following MSc or undertake a Double Degree or even an exchange programme:
- Financial Engineering
- Data Analytics & Artificial Intelligence
- Marketing Analytics
- Double degree with EURECOM (find out more in the accordion below)
- Exchange programme
EURECOM's Masters in Network and Telecommunications, major in Internet of Things and in Computer Science, major in Data Science are two MSc in fast-growing fields, providing you with the skills recruiters are looking for in information systems, data science, systems integration, cyber security, systems architecture, software engineering, web technology, Internet of Things, etc. These additional skills complement those previously acquired during your Master’s degree studies.
Pre-requisites
- A strong level in mathematics: Bachelor in Maths or Science.
- Excellent programming skills: Python and/or Matlab.
Double curriculum structure (MiM with EURECOM)
- Year 1 at EDHEC > Master 1 in Data Science & AI for Business at EDHEC
- Year 2: Professional experience>Internship in France or abroad
- Year 3 at EURECOM> Master 2 at EURECOM + a final-year internship
Diplomas
- The Master’s degree in Network and Telecommunication, major in Internet of Things or the Master’s degree in Computer Science, major in Data Science from EURECOM.
- The Master in Management from EDHEC Business School.
The EDHEC Master in Management (MIM) - Grande École programme is accredited by the French Ministry of Higher Education and Research to confer a recognised BAC+5 degree with the Master's Grade. This authorisation was granted following an evaluation by the National Management Programmes Assessment Commission (Commission d’Évaluation des Formations de Gestion).
The Data Science & AI for Business track is designed to address the new and exciting challenges uprising with the revolution in new technologies and artificial intelligence, particularly generative intelligence. Mastering in-depth quantitative and managerial skills is the indispensable prerequisite to acquire this agility and be capable to answer to the on-going transformations in the business world and society. With EDHEC's distinguished academic expertise and partnerships with major AI players, you will be fully prepared to become an innovative leader with a strong impact in whichever sector of activity you may choose.
Victor Planas Bielsa
Programme Director, Data Science & AI for Business
COURSES
The core skills you need in Data Science & AI for Business
Our teaching methods aim at giving you the core skills you need to succeed in a complex and competitive business environment. You will learn to deepen your analytical thinking, develop practical skills and design creative strategies for business success. This new Master will enable you to become the expert the market is looking for.
Our core modules provide you the key skills in computer science, coding, database management, statistical model development, machine learning... The programme also allows you to tailor your journey, with an eye toward achieving your professional goal, by choosing the TechMeUp! Certified elective, in partnership with Microsoft, and acquire fundamental knowledge in AI, data, cloud, ERP, CRM...
Our methodology includes:
-
Core curriculum
- Embraces the latest technology
- Responds to trends in the market
- Co-developed with leading business partner
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Blended learning
- Tutorials
- Lectures
- Workshops
- Seminars
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Applied learning
- Business games
- Case studies
- Entrepreneurship projects
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Personal performance coaching
- Interviewing strategies
- Teamwork development
- Intercultural communication skills
Courses you will attend:
- Relational and non-relational databases
- Programme in Python
- Mathematics and models for Data Science
- Data Viz and Interactive graphs
- Introduction to machine learning
- Data structures and Algorithms
- Is our Digital and Tech World Sustainable?
In partnership with Microsoft, TechMeUp ! Certified is a programme, accessible via a digital platform, that will enable you to acquire fundamental knowledge in disciplines such as artificial intelligence, data, the cloud, ERP, CRM, etc.
You will follow courses, do exercises, take tests, and obtain your certification. Each certification requires 12 learning hours. Each student progresses at their own pace. An AI robot companion will guide students through the learning process.
Two EDHEC professors will also monitor the Microsoft platform (mock tests, final tests, makeup tests, etc.). To obtain the certification, students will need to earn at least 700 points out of a 1000.
Specialise in the final year of the Master in Management - Data Science & AI for Business track
In the final year of the Data Science & AI for Business programme, you have the option of following 1 of our 3 specialisations of excellence taught entirely in English on the Nice or Lille campus. You can also take the double degree with our partner, Eurecom.
These specialisations will enable you to master the essential managerial skills and tools required for a first-rate career in Data Science & AI for Business, whatever your chosen sector of activity.
Master advanced quantitative finance in this highly selective programme, gaining expertise in capital markets to excel in quantitative trading & structuring, portfolio management, risk management, and hedge funds.
Master advanced quantitative finance in this highly selective programme, gaining expertise in capital markets to excel in quantitative trading & structuring, portfolio management, risk management, and hedge funds.
Unlock the power of data and artificial intelligence to tackle new challenges and become a key asset in strategic decision-making.
Unlock the power of data and artificial intelligence to tackle new challenges and become a key asset in strategic decision-making.
Introducing our Master's in Marketing Analytics, where you will learn the analytical and quantitative skills to make sound marketing decisions, based on data and a thorough knowledge of consumer behaviour.
Introducing our Master's in Marketing Analytics, where you will learn the analytical and quantitative skills to make sound marketing decisions, based on data and a thorough knowledge of consumer behaviour.
EDHEC/EURECOM Double Degree
EURECOM's Master in Network and Telecommunications, major in Internet of Things and Master in Computer Science, major in Data Science are two MSc programmes in fast-growing fields, providing the skills that recruiters are looking for in information systems, data science, systems integration, cyber security, systems architecture, software engineering, web technology, Internet of Things, etc. These skills complement those acquired during your studies on the Grande École programme.
Hamid Boustanifar
Hamid Boustanifar
Academic Director for the MSc in Corporate Finance & Banking
Dennis Davy
Dennis Davy
Inge De Clippeleer
Inge De Clippeleer
Leadership Development Chair Affiliate Researcher
Geert Demuijnck
Geert Demuijnck
Laurent Deville
Laurent Deville
Financial Economics Track Director
Gianfranco Gianfrate
Gianfranco Gianfrate
EDHEC-Risk Climate Impact Institute Research Director
Daniel Haguet
Daniel Haguet
Mario Hernandez Tinoco
Mario Hernandez Tinoco
Abraham Lioui
Abraham Lioui
EDHEC-Risk Climate Impact Institute Affiliate Member
Moïse LOUISY-LOUIS
Moïse LOUISY-LOUIS
Teaches financial & managerial accounting, advanced financial accounting topics, financial statement analysis, and international finance topics to undergraduate and graduate students
Lionel Martellini
Lionel Martellini
EDHEC-Risk Institute former Director<br />
Julia Milner
Julia Milner
Leadership Development Chair Research Associate
Florian Pelgrin
Florian Pelgrin
Florian Pelgrin, PhD is a professor at the faculty of Data sciences, Economics, and Finance.
Riccardo Rebonato
Riccardo Rebonato
EDHEC-Risk Climate Impact Institute Scientific Director and Programme Director (Impact of Climate Change on Asset Pricing and Investment Management)
Mirco Rubin
Mirco Rubin
Enrique Schroth
Enrique Schroth
Director of the PhD in Finance Program
Gohar G. Stepanyan
Gohar G. Stepanyan
Pascale Taddei Valenza
Pascale Taddei Valenza
M'assurer de la qualité des recrutements des vacataires et des cours.
Pascale Taddei Valenza
Pascale Taddei Valenza
M'assurer de la qualité des recrutements des vacataires et des cours.
INTERNATIONAL
Gain intense academic and international experience at EDHEC
Studying abroad will deepen your exposure to the political, economic and social dynamics that influence today’s business world.
This global insight can greatly improve your management practices and your intercultural awareness. The knowledge and experience gained while studying abroad will set you apart on the international recruitment market and give you skills that will last a lifetime.
As a Master in Management student, you can avail of one of EDHEC'S double-degree agreements with a leading international university, instead of your second year at EDHEC.
The list of global academic partners can be accessed here.
EDHEC exchange programmes are prime opportunities to explore new subjects, develop your international reach and conduct a professional project. You can opt to do a short-term exchange during your professional immersion year.
Our list of global academic partners can be found here.
The Stanford Summer Session/International Honors Program (SIHP) combines top-notch teaching with cultural, social and geographical activities. As an EDHEC Master 1 student you can study on the Palo Alto campus for eight weeks. A wide range of courses is available, in topics from innovation and data management to verbal communication and economics. On completing the required courses, you will receive a Stanford SIS Certificate.
Join a unique hands-on 1-semester development project abroad within a well-established NGO or Non-Profit organisation, focusing on the paramount fields of solidarity and environment.
Through this transformational experience, you will unleash your potential as you actively contribute to meaningful causes, embrace the chance of making a real difference, immerse yourself in vital projects that impact lives and the planet. Upon completion of your Global Impact Project, you will earn an EDHEC Global Impact Project certificate and fulfil your international obligation.
EDHEC Global Impact Projects are supported by the Unesco Chair.
EDHEC’s mission has been to educate future international business leaders through business-relevant academic research and training. We want to help businesses to grow, contribute to the future of young people, meet international challenges in the training field, and develop new academic, scientific, and economic projects.
Richard Perrin
Executive Director for International Relations
ADMISSION & FEES
Admission & Fees for the Master in Management - Data Science & AI for Business
The MiM – Data Science & AI for Business was created in response to the new challenges posed by the technological revolution and the emergence of generative artificial intelligence in finance and business management. These new professions will put you at the centre of strategic decision-making of companies in all sectors. This programme will appeal to graduate-level students or young professionals who have for ambition to become experts in data science & AI and face the new and up-coming challenges of the business world.
EDHEC seeks talented candidates from diverse backgrounds, with a history of strong academic achievement and demonstrated potential for growth and professional success.
- Minimum three-year bachelor’s degree
- Acceptable English proficiency tests/certificates (TOEFL, TOEIC or IELTS)
- TOEFL Internet-based ≥ 92
- TOEIC ≥ 850
- IELTS ≥ 6.5
- Cambridge Test of English > 175
- Strong GMAT or GRE or TAGE MAGE or CAT* official test score report (CAT* for Indian students only) or CFA Level II
- CV
- Letter of motivation
- Academic transcripts
- Two letters of recommendation
- Online video interview
► English native speakers or those holding a degree taught in English (minimum three years) are eligible for an English Test waiver.
We accept valid GMAT scores achieved through either the classic or new Focus edition equally. Scores will be assessed using the percentile tables published by GMAC.
Please note that if you are holding a French degree, with a visa Bac+3 from the French Ministry of higher education, you have to apply through the Concours AST2.
Your application file will be processed by the Admissions Team and sent to the Selection Committee for appraisal. The Selection Committee takes place on a rolling basis from October to June. We would advise you to apply early to make your application stand out.
You will be informed by email of the progress of your application, including the final decision.
- If you are a new user, you must create an account/sign up.
- If you already have an account (EDHEC candidate student), please go directly to step 5 by clicking on the "apply online" button. It means you are already in the system, so do not need to "create an account".
- After creating your account, you will receive a validation email. Click on the link provided in this email to activate your account.
-
You will then receive a confirmation email containing your personal login and password.
Once you register or if you already have an active EDHEC account, access the online application form and enter your login details.
EDHEC International admissions process
Here is everything you always wanted to know about EDHEC's admission process.
Wherever you come from, a dedicated admissions manager will be there to guide you all the way through your application.
If you want, our admissions manager can arrange your individual consultation session and talk to you.
And if you need more info to make your final decision. You can get in touch with current students or EDHEC's Alumni.
First come, first served. There's a rolling admission process until June.
More questions? EDHEC has strong scholarship schemes to help excellent students reach their dream school. Do ask for details and eligibility.
It doesn't stop there. Our international students office will help you with the French administration process and accommodation. Plus your admission manager remains available once you're on campus.
So let us guide you all the way through. Don't hesitate to contact us now.
USEFUL INFORMATION
- To avoid losing your information during the application process, please do not refresh your current page or go back to the previous one without first saving your application.
- You can complete your application in several stages. As long as you save your entries, the information will not be lost.
- Before going to the "payment" tab, please check that you have not forgotten any element of your application file and that all the information you have entered is correct. Further modifications will not be possible after payment has been made.
- Application fees must be paid online.
- After validation, your application will reach the final stage and no reimbursement will be possible, even in the event of your withdrawal.
- If you encounter any technical problems during the completion of your online application, please email: Contact_iol@edhec.edu.
Important: Please use only ONE email address to submit your online application and to communicate with the Admissions Team.
EDHEC's free GMAT simulation test will help you evaluate your current level and hopefully set you off to prepare to take your official GMAT exam.
- APPLICATION FEE: €100
- FEES: €43,000* (EU students) / €49,450* (non-EU students)
- APPLICATION DEADLINE: June 2025
► Please note: Applications are received and evaluated on a rolling basis until June.
FEES INCLUDE:
- Tuition fees, including academic exchanges & double degrees (certain double degrees may require additional fees)
- Access to the EDHEC Career Centre with personal career coaching during your studies and for the duration of your professional life
- Access, as a matriculating student, to on-campus facilities (incubator, learning centre, sports facilities, etc.)
- Lifetime access to the EDHEC Alumni community
- Administrative fees
*Tuition fees are provided for information only and are subject to change
The International Students Office – a team you can trust
Moving to a foreign country can be daunting, so it’s reassuring to know that the International Students Office (ISO) is there to help. The ISO welcomes more than 3,000 international students annually, helping them to settle in France and lending them support in daily life. It organises orientation events and multicultural seminars to welcome them to the EDHEC campuses in Lille and Nice. The team guides students through administrative procedures before their arrival and during their stay and answers any questions they may have about French systems (medical and home insurance, banking, resident permits, etc.).
Finding you a home from home
Once officially enrolled, we will help you to find suitable accommodation, either in an EDHEC residence or privately owned accommodation. The International Students Office is on hand to provide you with a list of apartments, halls of residence and other types of housing that fit your criteria. You can even ‘visit’ them virtually on our new Housing website. Our team will do everything they can to make arrangements with the owner and secure your booking. They can also arrange to pick you up from the airport on your arrival (where possible) and take you directly to your new home. The International Students Office also organises orientation events and integration seminars to welcome international students to the EDHEC campuses.
Untangling the red tape
EU nationals
European Union students can live and study in France as long as they have a national ID card. No passport or visa are required.
Non-EU nationals
Before arriving in France, students from outside the European Union must obtain a student visa from the French embassy in their country of origin or residence. Non-EU students must also have a valid passport from their country of origin.
One of the requirements for most visa applications is proof of accommodation in France. EDHEC's International Office is familiar with the visa formalities for most countries and will provide you with the necessary paperwork to complete. If you are concerned about your visa application, you can contact the International Office, provided you have already checked the relevant pages in the Welcome Guide and contacted your local embassy.
Parlez-vous français ?
EDHEC offers complementary French courses to all international students enrolled in our MSc programmes. Our French classes span all levels of ability, from complete beginner to advanced language skills. The goal is to support your assimilation into French culture and give you the linguistic foundations ‒ grammar, vocabulary, reading, writing and comprehension ‒ to express yourself in French.
- Class size: 10‒25 students per group
Contact hours:
- MIM 3 hours per week (30 hours per semester + 6 hours of group projects)
- MSc 2h a week (15 hours per semester)
Instructor qualifications: Courses are delivered by an officially accredited French language teaching institution.
International Student Office | EDHEC Business School
[Music] Title: “International Student Office”
I just got accepted at EDHEC business school. Now I need to organise my arrival and find
accommodation. Luckily the international students office helped me all along this process.
All good, I'm ready. It is now time to reach France. On arrival, three key moments are organised to help me settle in: the welcome session, the services fair and the integration day.
I get a lot of practical information on different topics such as health insurance, public transportation, life in the city, and so on.
I met representatives from different EDHEC departments and partners during the service fair.
I participate in group activities, meet new friends and discover the campus.
Throughout the year, I visit ISO whenever I need assistance in my daily life in France.
Time flies, my experience at EDHEC is coming to an end. The international student office has been of great support before and during my stay, and it will remain available even after my departure.
Thank you to the International Students Office - Camilla Garcia Biel
[Music] A big “Thank you” to the International Student Office.
Camilla Garcia Biel. MiM Business Management student. Class of 2022.
So my name is Camila Garcia Biel. I'm a 26 year old international student from Peru, I'm doing the MiM track which is a three-year-long programme. The first year, you start with basic courses, with administrative courses. Then there is a year for professional immersion, and then I specialised in strategic finance and commercial intelligence. The most important thing is that out of all the business schools in France, EDHEC was the only one to come to Lima and actually meet the prospective students. After that I was completely sold. As soon as I knew that I was gonna come here, I was enrolled et cetera.
The first contact you have is with the international student office and they absolutely help you with everything. Starting with the visa process, with the housing process... They also help with anything you really need.
So arriving in France, what surprised me, for very good like very positive, was the international environment that I experienced living in the residence and coming to school. I was immediately in contact with people from different countries that I had never seen. And what scared me a little bit, was that the French level that i had before coming and the French level needed to be here. The gap was obvious, but people, especially in Lille, were very nice when I was trying to communicate with them. Even if i was using some English words or even some Spanish words, they were really nice.
The reason why I chose France as my home, is that it's the perfect balance from a latino point of view of the latin culture and the European culture. In the daylight you can see the difference and in the nightlife you can see the similarities. Differences and similarities that, at the end, really helped me develop myself as a person. And I think that's something that every international goes through and learns from. My first memory at EDHEC, it's the full day as i call it. It's the first day that we gather in the main hall and then we have outdoors activities, and then we eat together, they introduce us to the programme, they introduce us to the school. Being able to experience the location and the classes and the buildings, which are amazing, it's like a reality shock but a very positive one.
So if i had the all the amazing team from the ISO or the international student office members in front of me, the first thing that i would say would be definitely "thank you"!
Thank you, and thank you... Thank you for your help, thank you for your patience, thank you for your time. They really make the difference in the transition. The job that they're doing in that assistance, it's beyond what I've heard from other friends from other schools, from even other countries. For example, during the pandemic, they were very active and they helped us. And they sent us links for call centres, in case you needed to talk to someone, like psychological call centres and nutritionists, like they really take care of us in a very global aspect. I would just say thank you many times. The international office helps us because for example, they organise different cultural nights. The school has a lot of associations and many of them work with international students, for example, there's one called "Open Up" and they organise trips for international students. There are many ways to feel not or not feel homesick, and at the end of the course, it's a very amazing place to make amazing friends and that also helps.
[Music] Make an impact. EDHEC logo
When is the programme application deadline?
Applications for the September 2025 intake are open until June 2025.
Do you accept scanned documents?
Yes, you can make scanned colour copies of the documents required
Should the application file and the two recommendation letters be typed or written by hand?
Letters of recommendation must be on official letterhead, signed and/or stamped (official stamp from the School/University or the Company). Your referees can use our recommendation template or they can choose to write their own letter using the Company/School’s official letterhead. Letters of recommendation that don’t follow the above requirements will not be accepted.
Will the International Admissions’ Team contact my referees to request letters of recommendation?
EDHEC will not contact your referees. You must ask your referees to send their letters to you directly and you will need to upload the letters directly on your application (documents tab).
Will I have an interview with the Programme Manager?
Students that apply to our MIM or MSc programmes will not have a direct interview with the Programme Manager unless the Programme Director deems it necessary.
How is the online interview conducted?
Once your online application is completed and validated by your recruitment manager, the International Admissions Team will send you a link to conduct your online video interview in English. It comprises six questions on your motivation, your interest in the programme and your previous experience (professional, group work, etc.). There are no right or wrong answers. You will have a practice session before you start the actual interview. Once you have completed the interview, it will be sent, along with your application file, to the Selection Committee.
Can I apply for more than one programme?
- Yes, you can apply for two programmes. A separate motivation letter is required for each programme.
- Motivation letter template
What are the minimum scores expected?
- TOEFL Internet-based ≥ 92 (/120)
- TOEIC ≥ 850 (/990)
- IELTS ≥ 6.5 (/9.0)
- Cambridge Test of English ≥ 175
What is the EDHEC institutional code for TOEFL?
- The code is 0663.
Can I apply for a waiver?
English native speakers or those holding a degree taught in English (minimum three years) are eligible for an English test waiver.
As a reminder, aptitude tests* are required for some programmes and optional for others. Please see the “admissions requirements” for your programme of choice.
Students must assign EDHEC as one of their score recipient institutions at the end of their test.
We accept valid GMAT scores achieved through either the classic or new Focus edition equally. Scores will be assessed using the percentile tables published by GMAC.
GMAT
MSc & Global MBA Double-Degree: 3QQ-WQ-62
MIM Global Economic Transformation & Technology: 3QQ-WQ-06
Master in Management, Business Management: 3QQ-WQ-05
Master in Management, Finance: 3QQ-WQ-36
Master in Management, Data Science & AI for Business: 3QQ-WQ-34
MSc in Creative Business & Social Innovation: 3QQ-WQ-60
MSc in Data Analytics & Artificial Intelligence: 3QQ-WQ-82
MSc in Entrepreneurship & Innovation: 3QQ-WQ-77
MSc in Global & Sustainable Business: 3QQ-WQ-16
MSc in Management & Leadership: 3QQ-WQ-54
MSc in Marketing Management: 3QQ-WQ-47
MSc in Strategy, Organisation & Consultancy: 3QQ-WQ-84
LL.M. in Law & Tax Management: 3QQ-WQ-26
MSc in Corporate Finance & Banking: 3QQ-WQ-73
MSc in International Finance: 3QQ-WQ-98
MSc in Financial Engineering: 3QQ-WQ-69
MSc in Accounting & Finance: 3QQ-WQ-04
GRE
EDHEC Master in Management: 6564
EDHEC Master of Science: 6563
*(GMAT/GRE/TAGE MAGE/CFA level II (for finance programmes only)/CAT official test score report for Indian students only)
Is an aptitude test compulsory?
Please see the “admissions requirements” for your programme of choice. In general, aptitude tests are required for all finance programmes and for the Master's in Management Grande École programme.
Can I add an unofficial GMAT score report to my application?
You will get an unofficial score report immediately after taking your exam. You can send it to the Recruitment Office as an additional supporting document when applying. This document will be accepted provisionally as part of your application. The official report will be required to confirm your place.
Is there any help for students with regard to campus housing?
Once officially enrolled, you will receive help to find suitable accommodation, either in EDHEC residences or in privately owned apartments. EDHEC's International Students Office (ISO) is familiar with the visa formalities of most countries and will provide you with the necessary paperwork for completion. Should you have any concerns about your visa application, you can contact the ISO, provided you have already checked the relevant pages in the Welcome Guide and contacted your local Embassy. One requirement for most visa applications is proof of accommodation in France. Again, the ISO is on hand to provide you with a list of apartments, halls of residence and other types of housing, depending on your criteria. You can even "visit" them virtually on our new housing website. The team will do everything it can to make arrangements with the property owner and secure your booking. It can also pick you up from the airport on the day of your arrival (where possible) and take you directly to your new home.
When must my tuition fees be paid?
Within 2 or 3 weeks depending on the admissions period.
How does financial aid apply to the tuition fees?
Financial aid applies to the second and third instalments of the MSc programme fees and to the second, third and fourth instalments of fees for the MIM programme.
What is the EDHEC Career Centre?
- The Student Career Centre is dedicated to helping students find a job or an internship.
- 60,000 internships and 33,500 job offers are posted on EDHEC’s dedicated jobs board every year.
Complementary French courses are offered to all international students enrolled in our MSc programmes. Our French classes cover all learning levels, from complete beginner to advanced language skills. The goal is to support your integration into French culture and give you the linguistic foundations ‒ grammar, vocabulary, reading, writing and listening ‒ to express yourself in the French language.
- Class size: 10-25 students per group
- Contact hours:
- MIM 3 hours per week (30 hours per semester +6 hours group projects)
- MSc 2 hours per week (15 hours per semester)
- Instructor qualifications: Courses are held by an officially accredited French language teaching institution.
CAREERS
Prepare your career in Data Science & AI for Business
Boost your employability
Understanding and developing the attributes and skills employers require is key to employability. This is why the EDHEC Career Centre offers a programme specifically designed to help master’s students map out and achieve their career goals ‒ the EDHEC Career Booster. The programme looks at students' specific needs, wants and goals when it comes to professional development and matches them to job-market requirements. Eighty percent of our EDHEC Career Services for students are tailored to individual needs and career goals.
Some of the career paths your can pursue:
- Trader (Derivatives, Fixed Income, Equities, FX, Commodities, Cross-Assets): their job is to buy and sell financial products in order to make profit. As part of their daily activities, they analyse market trends, assess the risks associated with each investment and decide when to buy or sell.
- Quantitative Analyst:they use mathematical and statistical methods to analyse financial data and develop predictive models to help companies better understand their situation and make profitable investment decisions.
- Quant Researcher: they apply quantitative analysis techniques to financial data in order to identify the investment and trading opportunities that are the most likely to be profitable.
- Business intelligence analyst: their job is to analyse data to help businesses make sound business decisions.
- Data & knowledge engineer: they design and create systems to collect, store and analyse data at a large scale.
- Data scientist manager: As an expert of analytical data, he or she will manage a team in charge of interpreting raw data to identify trends, patterns and anomies, and propose innovative solutions for businesses.
- Digital insight analyst: They are responsible for analysing and understanding the meaning of the collected digital data to propose solutions to meet the business objectives.
Through a four-step programme that includes self- and 360-degree assessment, you will get to know yourself better, identify your strengths, key attributes and areas for development, and map out your career goals and job-search strategy. You will benefit from year-round, individual career advice from dedicated counsellors, external experts and coaches, both on campus and remotely, as well as personalised coaching based on our in‑house assessment
Through voluntary and mandatory career training, workshops, CV clinics and assessment centres, you will hone your skills and learn to master the most competitive recruitment processes. As an MSc student, you will benefit from customised training by industry, market and function, in addition to individual mock interviews, including technical interviews and case practice. EDHEC Career Centre also offers a fully online career development programme that allows you to train at your own pace, in line with your goals.
EDHEC Career Centre organises more than 120 events annually, focusing on industry-specific insights or jobs, market trends and companies. It also organises four company trips to Dublin, London, Luxembourg and Paris. You will have access to exclusive internships and job offers.
- 60,000 internships and 33,500 job offers posted on EDHEC’s dedicated jobs board every year
- 40% international mobility in our master’s degrees
- 400+ companies involved in our events every year, 20% of them international
- 100+ corporate partners
- 300+ regular recruiters
Our Career Centre provides the following services:
- Individual career counselling (on campus, by phone, via skype) with internal and external counsellors
- Help to define your career goals and search strategy
- CV and cover-letter editing in English and French
- Career training and workshops (CV, cover letters, application forms, interview skills, networking, social media, personal branding, etc.)
- Graduate programmes
- On-campus events
- Off-campus events
- Website with a wealth of career resources
- Placement reports
- The Teaching Factory concept
KEY RECRUITERS
ALLIANZ, ALPHA CAPITAL, AXA, BANK OF AMERICA, BLOOMBERG, BNP PARIBAS, CREDIT AGRICOLE, CREDIT SUISSE, DELOITTE, DEUTSCHE BANK, EIGHT ADVISORY, EY, GOLDMAN SACHS, HSBC, JP MORGAN, KPMG, NATIXIS, PWC, SOCIETE GENERALE.
JOB LOCATION
MAIN FUNCTIONS
EDHEC ALUMNI ASSOCIATION
All EDHEC students join our esteemed Alumni Association from day one and benefit from all of the advantages this brings. The Alumni Association comprises 55000 graduates in 140 countries. This friendly and supportive community of business leaders organises events and meetings throughout the year to facilitate contacts, exchanges and networking, while supporting the students in charting their career plans and helping graduates to promote their businesses and career. EDHEC Alumni is also a hub for disseminating best practices, shared values and the school’s vision of business for the good of society.
SCHOLARSHIPS
How to finance your Master’s?
As part of its strategic plan to "Impact Future Generations", EDHEC has committed to enabling talented students to pursue their studies through a diverse and transparent scholarship scheme. The French Ministry of Foreign and European Affairs also offers a large number of grants and scholarships, and there are numerous bodies worldwide supporting the study of international students wishing to embark on a master’s programme. Below is a comprehensive overview of the scholarships, grants and loans available.
Scholarships and financial aid can be critical factors when it comes to embarking on a master’s programme, so we aim to make the process as simple as possible. All candidates who are accepted are automatically considered for an EDHEC scholarship. The decision of the Scholarship Committee will be conveyed by email in tandem with the admissions decision. No additional documentation is required, other than for scholarships marked with an asterisk (*).
The EDHEC Academic Excellence Scholarship offers high-potential candidates up to a 50% reduction in their tuition fees. The scholarship supports high-profile candidates based on the excellence of their academic profile, extensive experience and/or extracurricular activities.
Application deadline:
- 7 June for MSc
- 23 June for MiM
A select range of country and sector-specific scholarships are also available:
- EDHEC Women in Finance and Data Science Scholarship ‒ up to 50% reduction on tuition fees
- EDHEC Women in Business Scholarship ‒ up to 50% reduction on tuition fees
- The EDHEC Julie Moon Scholarship for Korean Women is offered to 2 Korean Women students (Master in Management or Master of Science) and covers up to 50% reduction on tuition fees.
Deadline: 15 May - EDHEC Cultural Diversity Scholarship ‒ up to 40% reduction on tuition fees
- EDHEC Refugee or Conflict Zone scholarship ‒ EDHEC is proud to welcome master’s students who are refugees or from conflict-affected nations, in line with the School’s aim to promote peace, diversity and inclusion worldwide. One of the main ways we can help is to provide financial assistance up to 75% reduction on tuition fees, giving candidates an opportunity to receive quality higher education at EDHEC.
- Who can apply? During our admissions process, we take into account the context in which applicants have achieved their academic qualifications. If your application is accepted, you will be notified simultaneously as to whether you have been granted an EDHEC Refugee or Conflict Zone scholarship.
- The EDHEC Make an Impact Scholarship* is open to Master in Management and Master of Science applicants and covers up to 35% reduction on tuition fees.
- How to apply: Students who wish to apply for the EDHEC Make an Impact Scholarship must submit an essay of 1,000 to 1,500 words along with their application, detailing their career plan. The essay should describe their prior experience, explain how the Master of their choice will contribute to their career plan, and detail their personal motivation for making an impact on the United Nations Sustainable Development Goals (SDGs) throughout their career.
- The EDHEC High Impact ‒ Future Chinese Alumni Scholarship* is a co-sponsored scholarship with the EDHEC China Alumni Club. It awards 10 Chinese students who plan to make an impact on the EDHEC China Alumni community up to 50% reduction on their tuition fees.
- Who can apply: Chinese students who have been accepted into an EDHEC Master's programme with high scores from the Selection Committee.
- How to apply: Students who wish to apply for this scholarship should write an essay describing their prior experience, explaining how the Master of their choice will contribute to their career plan. Applicants to this scheme will be invited to participate in an online interview.
- Deadline: 15 May.
EDHEC scholarships cannot be combined.
- The EDHEC-French Embassy Co-Financed Scholarship in India is a joint initiative of EDHEC Business School and the Embassy of France in India. This scholarship is offered to two Indian students (two 50% scholarships for MiM Programmes) with excellent academic backgrounds and clear career objectives.
- Who can apply: Indian students who have been accepted into EDHEC's Master in Management programmes with high scores from our Selection Committee.
- How to apply and application deadline: Students must complete their application by 15 May and, if accepted, confirm their place by 31 May.
- More information: Please contact EDHEC Country Manager for India Nilesh Gaikwad at international.admissions@edhec.edu.
Through strong, established partnerships with local and international bodies, EDHEC has secured a number of grants and financial aid to help talented students embark on their dream academic programme.
WORLDWIDE
- The QS-EDHEC Scholarship is an exclusive scholarship for participants in the QS World Grad School Tour. Scholarship value: 50% reduction in tuition fees.
AUSTRIA - GERMANY - SWITZERLAND
- EDHEC, exclusively for e-fellows.net students and Master’s Day participants
COLOMBIA
- Colfuturo (Fundación para el Futuro de Colombia)
ECUADOR
GUATEMALA
HONDURAS
- Fundación HonduFuturo
MEXICO
- Fundación Mexicana Para La Educación, La Tecnología y La Ciencia (FUNED)
- Bourse Banco de México – FIDERH (Fondo para el desarrollo de Recursos Humanos)
SPAIN
- Bourse 'AVENIR' Scholarships from the French Embassy in Spain
The EIFFEL Scholarship programme offers financial support of more than €1,000 per month to high-calibre international candidates. EIFFEL also offers financial support of around €1,200 per month to high-achieving international candidates. The scholarship is financed and managed by the French Ministry of Foreign Affairs and International Development.
Applications for the EIFFEL Scholarship need to be submitted to EDHEC by 1 December. To apply for an EIFFEL Scholarship, you will first need to be accepted onto one of EDHEC’s master’s programmes and confirm your place no later than the end of November. You can do this by paying a deposit equivalent to the first semester’s tuition fees. Students can only apply for EIFFEL through one academic institution and that institution applies on the student’s behalf once they are enrolled. The results are usually published by Campus France by March/April the following year. Students who are not awarded an EIFFEL scholarship are generally offered a EDHEC Excellence Scholarship instead, but the two cannot be combined.
The EIFFEL Scholarship offers financial support of around €1,200 per month to high-achieving international candidates. The scholarship is financed and managed by the French Ministry of Foreign Affairs and International Development.
Who can apply:
Any students under the age of 25 with track record of academic excellence:
- A GMAT score of 650 or above (GRE accepted)*
- *Please note that this is not mandatory for programmes not requiring a GMAT test
- Acceptable English proficiency tests/certificates (TOEFL, TOEIC or IELTS)
- TOEFL Internet-based ≥ 92
- TOEIC ≥ 850
- IELTS ≥ 6.5
- Cambridge Test of English > 175
- Excellent academic records (GPA)
- Strong motivation and clear objectives
- Awards, previous scholarships, achievements, etc.
Deadline: Completed applications must be submitted to EDHEC by 1 December
More information:
EIFFEL and EDHEC scholarships cannot be combined.
WORLDWIDE
- French Embassies around the world offer a number of scholarships to excellent students.
More information: Please contact the Cultural Service of the French Embassy in your country
- Campus France is a French national agency for the promotion of higher education, international student services and international mobility. It manages CampusBourses, a grant search engine that is an essential tool for financing your education in France.
For more information, please see the CampusBourses grant search engine.
AUSTRIA
CAMBODIA
CANADA
-
Student Aid British Columbia ‒ EDHEC School Code: QWDA
CHILE
- Becas Chile ‒ Chilean governmental initiative (part of the Programa Formación de Capital Humano Avanzado); you must specify EDHEC when submitting your application
CHINA
- Alexandre Yersin Excellence Scholarship (for Hong Kong and Macau students)
- The China Scholarship Council (CSC) (affiliated with the Ministry of Education)
COLOMBIA
CÔTE D’IVOIRE
CROATIA
EGYPT
EU
FINLAND
- Liikesivistysrahasto Foundation ‒ contact: asp@lsr.fi
FRANCE
- CROUS ‒ Bourse sur critères sociaux
- Fongecif ‒ EDHEC has particularly close ties with Société Générale, BNP Paribas, LCL and HSBC
GERMANY
- Apply to: Deutscher Akademischer Austauschdienst e.V. (DAAD), Referat 312, Postfach 200 404, D-53134
- BAföG (for MiM programmes)
GREECE
INDIA
INDONESIA
- LPDP Scholarship (Public Service Education Fund Management Institution)
ISRAEL
JAPAN
KAZAKHSTAN
- French government scholarships and other programmes
- Programme de bourses de mobilité ‒ “Make our planet great again – master”
LEBANON
MACEDONIA
MALAYSIA
MOROCCO
NETHERLANDS
NIGERIA
PAKISTAN
PHILIPPINES
POLAND
ROMANIA
- The French Embassy in Romania
- Nicolae Titulescu Scholarship programme from the Romanian government
SAUDI ARABIA
SERBIA
SLOVAKIA
- National Scholarship Programme by Slovak Republik
- The French Embassy in Slovakia
- French government scholarships in Slovakia
SLOVENIA
- Javni sklad Republike Slovenije za razvoj kadrov in stipendije ‒ excellence scholarships
- Bourses d'excellence pour étudiants slovènes
- French government scholarships from the French Institute of Slovenia
SOUTH AFRICA
SOUTH KOREA
SPAIN
- For students from Galicia: Fundación Pedro Barrié de la Maza ‒ call +34 91 563 07 99
SWEDEN
TAIWAN
THAILAND
- Franco-Thai Scholarship Programme
- Royal Thai Government Scholarship Program (offered by OCSC)
TURKEY
TUNISIA
UNITED KINGDOM
UKRAINE
UNITED STATES OF AMERICA
- Serge Bellanger Business Student Scholarship
- Scholarships from the CEA (Cultural Experience Abroad)
- Fulbright US student programme
- API Study Abroad Scholarships
- Rotary Foundation Scholarships
- National Society of Hispanic MBAs (to legal permanent residents of Hispanic origin)
- Hill & Ponton scholarships for US veterans
VIETNAM
- Bourse d'Excellence from the French Embassy
- The France Excellence scholarship programme of the French Embassy in Vietnam
- Prodigy Finance for loans to international postgraduate students attending top universities (not applicable to Master in Management students): more information
- Free Application for Federal Student Aid (FAFSA) for American citizens only: more information
- Graduate PLUS Loans: more information (part of FAFSA)
- Lendwise (alternative to Prodigy Finance): education loans in GPB, for tuition fees only: more information.
Want to ace your GMAT?
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Our dedicated team of International Recruitment Managers and Country Managers are here to help you in your application process and check your eligibility for your preferred programme and help identify which scholarship you might be eligible for.
Discover your futur campus in Nice
The MiM – Data Science & AI for Business takes place in campus Nice. The campus, which is conveniently located close to the city centre and the airport, is fully equipped with all the resources that encourage outstanding learning and optimal personal development.
FAQ OF THE MASTER IN MANAGEMENT - DATA SCIENCE & AI FOR BUSINESS
The Master in Management Data Science & AI for Business is a two-year programme that teaches how to use AI and data science in business. The programme includes core modules in computer vision and natural language processing. This is a growing sector and IT, coding, database management, statistical model development or machine learning are key skills to start a successful career.
Practice is the best way to learn a job. That is why our MiM includes a full year of professional immersion to learn by doing with real cases. This formative year will help you gain experience and actually try out your future job, ensuring a strong emphasis on integrating theory with practice.
Data science is a discipline that combines mathematics, programming, AI and machine learning to analyse data and make decisions based on analysis. Nowadays, companies collect a lot of data about their customers, their sales, the market, etc. Making sense out of such a large amount of data requires advanced skills. This is why data scientists are so important. They can use the data to identify patterns or even predict future trends by analysing unstructured data and large collections of data.
Data science is a game changer for business operations. Thorough analysis can provide many insights that have a strong impact on business decisions. This data-driven decision-making process improves performance and reduces risk. For example, companies can use data science to identify inefficient processes and improve them, or use predictive analytics to forecast future demand and adjust inventory levels. There are countless ways in which data science can help businesses.
There is a strong demand for data science professionals. The technology is evolving and many companies are looking for specialists who can help them improve their efficiency through data. Pursuing a MiM in Management in Data Science & AI for Business is one of the best ways to start an exciting career.
With a Master in Management – Data Science & AI for Business degree, you can pursue a range of diverse career in international business. It serves as a springboard for new careers linked to the technological revolution and the emergence of generative artificial intelligence in finance and management, such as, quantitative analyst, business intelligence analyst, data & knowledge engineer, data scientist manager, digital insight analyst and many more. Your relevant work experience gained during the programme will be invaluable.
The EDHEC Master in Management – Data Science & AI for Business is a three-year programme– two academic years and one year of professional immersion and/or academic exchange with an international partner institution. This structure ensures a strong emphasis on both theoretical understanding and practical skills.
In the current business world, constantly evolving and innovating, the importance of data science experts cannot be overstated. The Master in Management (MiM) Data Science & AI for Business Track is a transformational programme for students who want to harness the power of data in strategic business decisions. You will gain the necessary skills to address complex data challenges and turn raw data into actionable strategies. Through the modules, you will master disciplines such as data management, reporting and business intelligence will make you an asset to any forward-thinking organisation.
The integration of artificial intelligence and data science into business operations is transforming industries by optimising processes and improving predictive accuracy. For example, in corporate finance, AI-powered tools aid in risk assessment and financial forecasting, accelerating the capacity to adapt to upcoming changes. Similarly, in consulting, proficiency in these areas will enable more solid analysis and tailored solutions for clients, enhancing the value proposition of consultancy firms.
The career prospects for students who develop an advanced data expertise will be extensive and varied. The financial sector, especially corporate and market finance, offers opportunities in roles where data-driven decision making is crucial. Audit and consulting increasingly require a deep understanding of big data challenges.
The programme will also provide a global perspective for students who want to start an international career. You will have the opportunity to earn a prestigious double degree with top institutions around the world.
You can also join an exchange programme with one of EDHEC Business School's partners on all five continents to broaden your horizons and build a global professional network.
An MBA and a Master in Data Science are aimed at different audiences and have different goals. Your current situation and your objectives are what will determine what degree you will pursue.
MBA programmes are designed for experienced professionals who want to improve their management skills in a variety of business functions, such as marketing or human resources. These programmes tend to focus on leadership and developing participants' business operations skills, making them ideal for those who aspire to senior management roles or want to start their own business. There are also specialised MBAs, including in data science, that bridge the gap between traditional business roles and the demands of tech-driven markets.
In contrast, a Master in Management specialised in data science and AI has a broader appeal and is aimed at various targets. Students who just have completed their Bachelor’s degree (especially in business or finance) or junior professionals who want to develop an expertise to accelerate their career are the main audience for such a programme. The aim of the curriculum is to equip students with skills that will enable them to meet the challenges of new technologies, AI and data science, such as database management, machine learning, data visualisation or statistical model development. You will also gain practical experience through case studies or business games.
Regarding programme duration, both typically last two years. If you choose to pursue EDHEC Business School’s MiM - Data Science & AI for Business Track, you will benefit from a full year of professional immersion (between your first and second academic year) where you will develop an invaluable practical experience that you can leverage when you start looking for your first job.
As a student, a Master in Data Science & AI is definitely the best choice to develop the skills you need to start your career in a fast-evolving world. You will be able to innovate and to tackle the challenges of the digital age, making you a strong asset to your organisation.
The MiM - Data Science & AI for Business Track is designed to address the challenges brought forth by the rise of AI and data science in the business sector. The programme is ambitious and innovative, and while it can be challenging, it is designed to be approachable and to help you succeed.
Before starting this Master in Data Science, you need to meet certain prerequisites. A pronounced interest in numbers and data will prove valuable if you join the programme, but you don’t need to have any prior knowledge of data management. EDHEC Business School encourages diversity and welcomes participants from various backgrounds. We welcome all students with a three-year Bachelor’s degree (or any equivalent) in engineering, business or finance and who can speak English.
The programme is strategically structured to enable all students to develop advanced skills. The first year is dedicated to the fundamentals (IT, coding, database management…) to develop a solid understanding of key concepts and data techniques. The second year is a total professional immersion, to apply your newly acquired knowledge in real business contexts. In the third year, you will choose a specialisation, such as financial engineering, data analytics and artificial intelligence or marketing analytics. This stage of the programme is strategic, as you will learn about advanced topics, thanks to the fundamentals and practical experience you will have gained in the previous two years. This structure is designed to make the educational journey both accessible and comprehensive.
Throughout the programme, you will benefit from the guidance of top faculty members, who are recognised experts in their respective fields. They will bring a wealth of knowledge and experience that will enrich your learning experience and provide you with invaluable insights into the latest industry trends and practices.
The Master is challenging in a way that pushes you to reach your full potential, but is also designed to be approachable to students from diverse backgrounds. EDHEC Business School is committed to helping you succeed and achieve your professional goals.
While not always mandatory, a Master in Data Science significantly enhances your expertise and employability, providing a strong foundation for a successful career in this rapidly growing field.