KEDGE Business School

MSc Data Analytics for Business - informations

Program overview

This Master of Science programme prepares students to become professionals with the ability to bridge the gap between data specialists and processing techniques with various business sectors. Graduates emerge as experts in data analytics and the digital transformation of companies.

KEDGE Business School’s Master of Science Banking & Finance is a double degree programme. It delivers a Master of Science accredited by the conférence des grandes écoles (CGE) and a diploma recognised by the French Ministry of Higher Education.

Curriculum (courses, subject modules)

SEMESTER 1

BOOTCAMP CODE

• Algorithmic
• Python

DIGITALISATION OF COMPANIES

• Digital strategies
• Digitalisation of business processes
• Management styles
• Inbound marketing
• Digital marketing

DATA ORGANISATION

• Data formats
• Data modelling
• Queries
• NoSQL/Hadoop/MapReduce

IMPACTS OF ARTIFICIAL INTELLIGENCE

• Ethics and artificial intelligence
• Legal dimensions of artificial intelligence
• Social impacts
• Economy of artificial intelligence

DATA VISUALISATION

• Descriptive statistics
• Multivariate analysis
• Dashboards
• Time series analysis

MACHINE LEARNING I (FUNDAMENTALS)

• Supervised learning (categorization and regression trees)
• Unsupervised learning (clustering)
• Reinforcement learning (Q-learning)
• Model validation
• Over- and under-fitting
• Cross validation

CONFERENCES, SEMINARS, SOFT SKILLS

SEMESTER 2

AGILE PROJECT MANAGEMENT

• Agile methods
• Management of project teams
• Specific methods and tools
• Customer relations

MACHINE LEARNING II (ADVANCED TECHNIQUES)

• Neural network
• Deep learning
• Random forest and xg boost
• Natural language processing

BUSINESS ANALYTICS

• Linear programming
• Non-linear programming

STOCHASTIC PROCESSES

• Time series and forecasting
• Simulation

BUSINESS AND AI

• AI and new business models
• Starting a new AI business
• Marketing of AI

IMPLEMENTING MACHINE LEARNING IN COMPANIES

• The different types of actors involved
• Information systems aspects
• Setting up a pipeline
• Maintenance and updates of models

CONFERENCES, SEMINARS, SOFT SKILLS

ADDITIONAL CONTENT

• International internship
• Final dissertation
• Paris study trip
• Hackathon
• Certification Azure AI-900
• Certification PSM 1 (professional scrum master)

Admission conditions

Required diploma(s) :

• Bachelor

Tuition & Fees

Between 17500 and 27000 €

Short Track (4 years + of higher education):

- Level of studies: M1 completed, or an International Bachelor's degree (Bac+4), or an equivalent of 240 ECTS credits,

- Level of English : TOEIC (785) / TOEFL IBT (79) / IELTS (6) / Cambridge First (160) (B2) / Cambridge Advanced (180) (B2) / Duolingo (105) / PT Pearson (50) / Linguaskill (169) - exemption for native English speakers or applicants with at least one year of work experience in an English-speaking country. 

Long Track (3 years + of higher education):

- Level of studies: 3 years of higher education attested by a diploma or an equivalent of 180 ECTS credits,

- Level of English: Language score is optional to enter the Long Track, but compulsory to enter the specialisation year of the MSc.

Validation of Personal and Professional Experience (VAPP)

You would like to resume your studies by integrating our MSc, Master of Science even though you do not have the diplomas normally required to access it? The Validation of Personal and Professional Experience (VAPP) allows people who does not have the required qualifications or diplomas to access the different levels of higher education. Find out more about the conditions required.

Employment opportunities & career impact

Annual salary after graduation

Average Salary : 38 € (EUR)
Minimum Salary : 34 € (EUR)
Maximum Salary : 40 € (EUR)

Employment opportunities :

The MSc programme in Data Analytics for Business offers many opportunities in France and abroad, mainly in the fields of digital transformation, artificial intelligence, project management, consulting, etc.

• Project management and project management assistance
• Project manager and product owner
• Consultant, advisor in AI development
• Manager of data scientists
• Business engineer in the field of AI
• Digital transformation
• Data governance
• Data analyst
• Business analyst

Faculty profiles

Our faculty consists of 192 permanent professors, across 5 academic departments. They are involved in all our educational programmes, our centres of excellence and expertise, business chairs, research projects as well as supporting our students, being involved in our territories and with our partners. KEDGE's faculty invests in education and plays an active role within the academic community.

Campus facilities & Student Life

KEDGE Bordeaux campus provides a dynamic learning environment with modern facilities and a focus on innovation. Students benefit from diverse community support and a strong emphasis on sustainability, preparing them for global business success.

A hub of innovation

The school is situated on the Talence campus, just 35 minutes from the city centre by tram, 25 minutes by car, and around 30 minutes by bicycle. Spread over 35,000m2, the campus is designed with a focus on innovation and sustainability, offering a dynamic and inspiring work environment. Nestled amidst vineyards and close to the Atlantic coast, the Bordeaux campus provides a unique setting that fosters both academic excellence and personal growth. The campus features cutting-edge facilities tailored to meet the needs of students and collaborators alike:

• La Ruche library: A 2,000m² space designed for both learning and leisure.
• Catering options:
  - K'omptoir: Ideal for quick bites and Starbucks coffee.
  - Self-service cafeteria: Convenient for on-the-go meals, complete with microwaves.
  - Patio area: Enjoy occasional food trucks offering a variety of cuisines.
  - Co-working Spaces: Modern areas designed to facilitate collaboration and productivity.
• The CA'store: KEDGE’s official association shop for all your school essentials.
• Main hallway: The hub for major events such as career fairs, association fairs, and more.
• Career centre: A dedicated space to assist with work placements and internships.
• The Ber'kail: Your student haven for dining, relaxation, and entertainment.
• Academic and professional facilities:
  - 69 Lecture rooms: Including language labs, computer rooms, and 20 lecture theatres with capacities ranging from 60 to 500 seats for teaching, seminars, or meetings.
  - Business nursery and business accelerator: Spaces devoted to entrepreneurship development.
• Unique campus features:
  - Beehive patio: Maintained by the Kedge'bees association, which produces honey for the school.
  - Trading room: A dynamic environment for finance students, guided by professors and the finance transaction association.
• Sports facilities: Managed by the sports society and professional coaches, these include:
  - A weight-training and cardio room.
  - A studio for organised weekly fitness classes.
  - A gymnasium for handball, basketball, indoor football, badminton and volleyball.
  - A multi-sports ground with a pitch suitable for football and tennis.