Data Science

DATA SCIENCE

Responsible
The interpretation given to the discipline of "data science" in this program is based on an interdisciplinary approach, which merges computer science and statistical approaches. 
 
The program is centered around statistical study and machine learning, data analysis algorithms, and the systems that enable their storage and processing. Students are expected to develop the computer science skills necessary to understand and exploit tools for data management and large-scale distributed systems. 

Semester 7 (30 ECTS): September  - February 

Basics in data science Unit ECTS: 10.00
Min sum of Weight: 1.00
T DBSys Database Management System Implementation Weight: 0.50
T MALIS Machine Learning and Intelligent System Weight: 0.50
Humanities and social sciences Unit ECTS: 4.00
Min sum of Weight: 1.00
G B_INNOV How to adopt the right posture and move from idea to market! Weight: 1.00
G CSE The challenges of a sustainable economy Weight: 0.50
G ManagIntro Introduction to management Weight: 1.00
G Property Intellectual property law Weight: 0.50
G RDI Responsible Digital Innovation: Risks, Ethics and Technology Weight: 0.50
G TeamLead Personal Development and Team Leadership Weight: 1.00
Opening 1 Unit ECTS: 5.00
Min sum of Weight: 1.00
T ATWireless Advanced topics in wireless communications Weight: 1.00
G AddLang Additional foreign language Weight: 0.20
T AwaRe Awareness-raising to research Weight: 0.50
G B_INNOV How to adopt the right posture and move from idea to market! Weight: 0.80
T BigSec Security and privacy for Big Data and Cloud Weight: 0.50
G CSE The challenges of a sustainable economy Weight: 0.40
T Clouds Distributed Systems and Cloud Computing Weight: 1.00
T CompArch Computer architecture Weight: 1.00
T DigiCom Digital communications Weight: 1.00
T EmSim Emulation and simulation methodologies Weight: 0.50
T ImCod Image & Video Compression Weight: 0.50
T ImProc Digital Image Processing Weight: 0.50
T MPC Multiparty Computation and Blockchains Weight: 0.50
G ManagIntro Introduction to management Weight: 0.80
T MobCom Mobile communication techniques Weight: 1.00
T MobMod Mobility Modeling Weight: 0.50
T MobServ Mobile application and services Weight: 1.00
T MobSys Mobile communication systems Weight: 1.00
T MobiSec Mobile Systems and Smartphone Security Weight: 1.00
T OS Operating systems Weight: 1.00
T Optim Optimization Theory with Applications Weight: 0.50
G Property Intellectual property law Weight: 0.40
T QUANTIS Quantum Information Science Weight: 0.50
G RDI Responsible Digital Innovation: Risks, Ethics and Technology Weight: 0.40
T SSP Statistical signal processing Weight: 1.00
T SecCom Secure communications Weight: 1.00
T SoftDev Software development methodologies Weight: 0.50
T Stand Standardization activities Weight: 0.50
T SysSec System and Network Security Weight: 1.00
G TeamLead Personal Development and Team Leadership Weight: 0.80
T UMLEmb Designing embedded systems with UML Weight: 0.50
T WebInt Interaction Design and Development of Modern Web Applications Weight: 0.50
Web Science and mathematical methods Unit ECTS: 10.00
Min sum of Weight: 1.00
T BigSec Security and privacy for Big Data and Cloud Weight: 0.25
T Clouds Distributed Systems and Cloud Computing Weight: 0.50
T ImCod Image & Video Compression Weight: 0.25
T SoftDev Software development methodologies Weight: 0.25
T WebInt Interaction Design and Development of Modern Web Applications Weight: 0.25

Language Unit ECTS: 1.00

(French, or another language if the student is already fluent in French)

Semester 8 (30 ECTS) : March - June

Advanced in Machine Learning Unit ECTS: 10.00
Min sum of Weight: 1.00
T AML Algorithmic Machine Learning Weight: 0.25
T ASI Advanced Statistical Inference Weight: 0.50
T DeepLearning Deep Learning Weight: 0.25
Applications in Data Science Unit ECTS: 10.00
Min sum of Weight: 1.00
T 3DGraph 3-D and virtual imaging (analysis and synthesis) Weight: 0.50
T APPIOT Iot Application Protocols Weight: 0.25
T Forensics Cyber-crime and Computer Forensics Weight: 0.50
T FormalMet FormalMethods-Formal specification and verification of systems Weight: 0.25
T ImSecu Imaging Security Weight: 0.25
T Speech Speech and audio processing Weight: 0.25
T WebSem Semantic Web and Information Extraction technologies Weight: 0.25
Humanities and social sciences 4 Unit ECTS: 4.00
Min sum of Weight: 1.00
G Business Business Simulation Weight: 1.00
G Law General introduction to law : contracts, setting up a business Weight: 0.50
G ProjMan Project management Weight: 1.00
G SATT Sociological Approaches of Telecom Technologies Weight: 0.50
G TeamLead Personal Development and Team Leadership Weight: 1.00
G WebStra Web strategy and organizational Performance Weight: 0.50
Opening 2 Unit ECTS: 5.00
Min sum of Weight: 1.00
T 3DGraph 3-D and virtual imaging (analysis and synthesis) Weight: 1.00
T APPIOT Iot Application Protocols Weight: 0.50
G AddLang Additional foreign language Weight: 0.20
T AdvStat Advanced statistics Weight: 0.50
T AwaRe Awareness-raising to research Weight: 0.50
G Business Business Simulation Weight: 0.80
T CompMeth Computational Methods for digital communications Weight: 1.00
T DigitalSystems Digital systems, hardware - software integration Weight: 1.00
T Forensics Cyber-crime and Computer Forensics Weight: 1.00
T FormalMet FormalMethods-Formal specification and verification of systems Weight: 0.50
T HWSec Hardware Security Weight: 0.50
T ImSecu Imaging Security Weight: 0.50
T InfoTheo Information Theory Weight: 1.00
T IntroStat Introduction to statistics Weight: 0.50
G Law General introduction to law : contracts, setting up a business Weight: 0.40
T MALCOM Machine Learning for Communication systems Weight: 1.00
T MobWat Wireless Access Technologies Weight: 0.50
T NetSoft Network Softwerization Weight: 0.50
T OpenProj Projet d'ouverture Weight: 0.20
T PlanTP Transportation Planning Weight: 0.50
G ProjMan Project management Weight: 0.80
T ProtIOT Iot Communication Protocols Weight: 0.50
T Radio Radio engineering Weight: 1.00
G SATT Sociological Approaches of Telecom Technologies Weight: 0.40
T SP4COM Signal Processing for Communications Weight: 1.00
T Speech Speech and audio processing Weight: 0.50
G StudInit Student Initiative Weight: 0.20
G TeamLead Personal Development and Team Leadership Weight: 0.80
T TraffEEc Emission and Traffic Efficiency Weight: 0.50
T WebSem Semantic Web and Information Extraction technologies Weight: 0.50
T WiSec Wireless Security Weight: 0.50

Language Unit ECTS: 1.00

(French, or another language if the student is already fluent in French)

Semester 9 (30 ECTS) : September  - February 

Advanced data technology courses and applications Unit ECTS: 7.50
Min sum of Weight:
T MPC Multiparty Computation and Blockchains Weight: 0.34
T MobServ Mobile application and services Weight: 0.67
T MobiSec Mobile Systems and Smartphone Security Weight: 0.67
T Optim Optimization Theory with Applications Weight: 0.34
T QUANTIS Quantum Information Science Weight: 0.34
T SysSec System and Network Security Weight: 0.67
Humanities and social Sciences 5 Unit ECTS: 4.00
Min sum of Weight:
G B_INNOV How to adopt the right posture and move from idea to market! Weight: 1.00
G CSE The challenges of a sustainable economy Weight: 0.50
G ManagIntro Introduction to management Weight: 1.00
G Property Intellectual property law Weight: 0.50
G RDI Responsible Digital Innovation: Risks, Ethics and Technology Weight: 0.50
G TeamLead Personal Development and Team Leadership Weight: 1.00
Opening 3 Unit ECTS: 7.50
Min sum of Weight:
T ATWireless Advanced topics in wireless communications Weight: 0.67
G AddLang Additional foreign language Weight: 0.17
T AwaRe Awareness-raising to research Weight: 0.34
G B_INNOV How to adopt the right posture and move from idea to market! Weight: 0.50
T BigSec Security and privacy for Big Data and Cloud Weight: 0.34
G CSE The challenges of a sustainable economy Weight: 0.25
T Clouds Distributed Systems and Cloud Computing Weight: 0.67
T CompArch Computer architecture Weight: 0.67
T DigiCom Digital communications Weight: 0.67
T EmSim Emulation and simulation methodologies Weight: 0.34
T ImCod Image & Video Compression Weight: 0.34
T ImProc Digital Image Processing Weight: 0.34
T MPC Multiparty Computation and Blockchains Weight: 0.34
G ManagIntro Introduction to management Weight: 0.50
T MobCom Mobile communication techniques Weight: 0.67
T MobMod Mobility Modeling Weight: 0.34
T MobServ Mobile application and services Weight: 0.67
T MobSys Mobile communication systems Weight: 0.67
T MobiSec Mobile Systems and Smartphone Security Weight: 0.67
T NetMod Network Modeling Weight: 0.67
T OS Operating systems Weight: 0.67
T Optim Optimization Theory with Applications Weight: 0.34
G Property Intellectual property law Weight: 0.25
T QUANTIS Quantum Information Science Weight: 0.34
G RDI Responsible Digital Innovation: Risks, Ethics and Technology Weight: 0.25
T SSP Statistical signal processing Weight: 0.67
T SecCom Secure communications Weight: 0.67
T SoftDev Software development methodologies Weight: 0.34
T Stand Standardization activities Weight: 0.34
G StudInit Student Initiative Weight: 0.17
T SysSec System and Network Security Weight: 0.67
G TeamLead Personal Development and Team Leadership Weight: 0.50
T UMLEmb Designing embedded systems with UML Weight: 0.34
T WebInt Interaction Design and Development of Modern Web Applications Weight: 0.34

Language Unit ECTS: 1.00

(French, or another language if the student is already fluent in French)

 

Semester Project Unit ECTS: 10.00

Supervised Semester Projects are based on real-case studies of industrial relevance. They combine a blend of theoretical and practical work (developing new prototypes and tools, testing new technologies, assessing current systems and solutions…). Students can work individually or in group of 2/3. The expected workload is 200 hours of individual work per semester. A defense is organized at the end. Projects provide students with hands-on skills by allowing them to put concepts into practice. (200h)

Semester 10 (30 ECTS) : March - August

RESEARCH / INDUSTRIAL INTERNSHIP (Paid) Unit ECTS: 30.00

The internship is to be carried out in a company or lab in France or abroad. It allows students to get a hands-on experience and ease their entry into the job market. Students work on a research/development project under the supervision of a professor and an industrial mentor. Students are integrated as part of the staff and receive a monthly allowance, the amount of the allowance depends on the company and position. EURECOM helps students find an internship by providing an updated database of paid internship opportunities offered by companies.