Master i Polytech Nantes Engineering, Computing, Data mining
- Bachelor
- Master
- PostMaster
Official title: Data Science
Polytech Nantes
Training duration
2 years
Average academic cost found without insurance
11 300€
Accréditation:
Accreditation Provider: DGESIP
Prerequisite of the training
Bachelor (or equivalent)
Formation type
- Initial education
Domains
- Engineering, Computing, Data mining
M1 section is taught by
- UFR Sciences et Techniques
M2 section is taught by
- Polytech' Nantes
Training description
The Master 1 takes place at Nantes University and is taught only in French.The Master's Degree is a two-year degree. At Polytech' Nantes, only the second year is accessible. However, for international students, the current program is a one-year program, where successful applicants enter directly the second year. Applicants should hold a degree which validates at least 4-years in higher education, in the field of computer science.
Students are expected to have solid foundations in the following fields:
- mathematics (statistics, probability, optimization )
- relational databases (theory and practice)
- software development (e.g Python, R, C++, software engineering)
- report writing
Data Science
Language level prerequisites
The minimum language level required, namely : B2 in English will be verified no later than end of April, 2025 (to be confirmed in your academic offer)
Course language
Only English
Language requirement to graduate
N/A
M1 Part
Location
UFR Sciences et Techniques
UFR Sciences et Techniques
2, rue de la Houssinière - BP 92208
44322 Nantes Cedex 3
Average academic cost found without insurance
3800€
Core
| Credits | Hours | Language | |
|---|---|---|---|
| Graphes | 2.00 | 24.00 | French |
| Complexité et algorithmes | 2.00 | 24.00 | French |
| Anglais scientifique | 2.00 | 20.00 | French |
| Communication, connaissance de l'entreprise | 2.00 | 12.00 | French |
| Introduction à la recherche | 1.00 | 12.00 | French |
| Management à Visée Innovante et Entrepreunariale | 3.00 | 25.00 | French |
| Web des données, web sémantique | 5.00 | 32.00 | French |
| Web & Cloud and Datastores | 4.00 | 24.00 | French |
| Graphes II et Réseaux | 4.00 | 24.00 | French |
| Analyse des données | 5.00 | 32.00 | French |
| Langages de programmation de haut-niveau | 3.00 | 24.00 | French |
Core
| Credits | Hours | Language | |
|---|---|---|---|
| Machine Learning | 2.00 | 24.00 | French |
| Data Mining | 2.00 | 24.00 | French |
| Compilation | 2.00 | 24.00 | French |
| Ethique et numérique | 2.00 | 12.00 | French |
| Research Project | 10.00 | 4.00 | French |
| Anglais pour la communication scientifique | 2.00 | 10.00 | French |
| Applications industrielles sur les données | 1.00 | 16.00 | French |
| Bases de données évoluées | 3.00 | 24.00 | French |
| Choose 1 option(s) in 3 Bouquet | |||
| Bouquet 1: Programmation multi-coeurs / Decision Engineering | 6.00 | 48.00 | French |
| Bouquet 2: Systèmes temps réel embarqués / Ingénierie des réseaux | 6.00 | 48.00 | French |
| Bouquet 3: Probabilistic models / Interaction and applications | 6.00 | 48.00 | French |
M2 Part
Location
Polytech' Nantes
Polytech'Nantes, La chantrerie, rue C. Pauc, 44306 Nantes cedex 03
Average academic cost found without insurance
7500€
Core
| Credits | Hours | Language | |
|---|---|---|---|
| Research methodology and case study | 2.00 | 17.50 | English |
| Data economics, law and ethics | 3.00 | 24.00 | English |
| Data dependencies and data integration | 3.00 | 21.50 | English |
| Visual analytics | 3.00 | 24.00 | English |
| Pattern mining and social network analysis | 3.00 | 24.00 | English |
| Text and sequential pattern mining | 3.00 | 24.00 | English |
| Cluster analysis and indexing | 3.00 | 24.00 | English |
| Classification, representation learning and dimensionality reduction | 3.00 | 24.00 | English |
| Probabilistic Graphical Models and statistical relational learning | 3.00 | 24.00 | English |
| Semantic knowledge representation | 3.00 | 24.00 | English |
| Conferences and invited courses (DS) | 1.00 | 24.00 | English |
| French langage and European culture | 0.00 | 48.00 | French |
Core
| Credits | Hours | Language | |
|---|---|---|---|
| Internship | 30.00 | Fr or En |
