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: 15.00
T Clouds Distributed Systems and Cloud Computing ECTS: 5.00, Weight: 5.00
T DBSys Database Management System Implementation ECTS: 5.00, Weight: 5.00
T MALIS Machine Learning and Intelligent System ECTS: 5.00, Weight: 5.00
Opening Unit ECTS: 5.00
T ATWireless Advanced topics in wireless communications ECTS: 5.00, Weight: 5.00
G AddLang Additional foreign language ECTS: 1.00, Weight: 1.00
T AwaRe Awareness-raising to research ECTS: 1.50, Weight: 1.50
G B_INNOV How to adopt the right posture and move from idea to market! ECTS: 4.00, Weight: 4.00
T BigSec Security and privacy for Big Data and Cloud ECTS: 2.50, Weight: 2.50
G CSE The challenges of a sustainable economy ECTS: 2.00, Weight: 2.00
T CompArch Computer architecture ECTS: 5.00, Weight: 5.00
T DigiCom Digital communications ECTS: 5.00, Weight: 5.00
T EmSim Emulation and simulation methodologies ECTS: 2.50, Weight: 2.50
T ImCod Image & Video Compression ECTS: 2.50, Weight: 2.50
T ImProc Digital Image Processing ECTS: 2.50, Weight: 2.50
T InfoTheo Information theory ECTS: 5.00, Weight: 5.00
T MPC Multiparty Computation and Blockchains ECTS: 2.50, Weight: 2.50
G ManagIntro Introduction to management ECTS: 4.00, Weight: 4.00
T MathEng Essential Mathematical Methods for Engineers ECTS: 2.50, Weight: 2.50
T MobCom Mobile communication techniques ECTS: 5.00, Weight: 5.00
T MobMod Mobility Modeling ECTS: 2.50, Weight: 2.50
T MobServ Mobile application and services ECTS: 5.00, Weight: 5.00
T MobSys Mobile communication systems ECTS: 5.00, Weight: 5.00
T MobiSec Mobile Systems and Smartphone Security ECTS: 5.00, Weight: 5.00
T NetMod Network Modeling ECTS: 5.00, Weight: 5.00
T OS Operating systems ECTS: 5.00, Weight: 5.00
T Optim Optimization Theory with Applications ECTS: 2.50, Weight: 2.50
G Property Intellectual property law ECTS: 2.00, Weight: 2.00
T QUANTIS Quantum Information Science ECTS: 2.50, Weight: 2.50
G RDI Responsible Digital Innovation: Risks, Ethics and Technology ECTS: 2.00, Weight: 2.00
T SSP Statistical signal processing ECTS: 5.00, Weight: 5.00
T STATS Foundations of Statistical Inference ECTS: 2.50, Weight: 2.50
T SecCom Secure communications ECTS: 5.00, Weight: 5.00
T SoftDev Software development methodologies ECTS: 2.50, Weight: 2.50
T Stand Standardization activities ECTS: 2.50, Weight: 2.50
G StudInit Student Initiative ECTS: 1.00, Weight: 1.00
T SysSec System and Network Security ECTS: 5.00, Weight: 5.00
G TeamLead Personal Development and Team Leadership ECTS: 4.00, Weight: 4.00
T UMLEmb Designing embedded systems with UML ECTS: 2.50, Weight: 2.50
T WebInt Interaction Design and Development of Modern Web Applications ECTS: 2.50, Weight: 2.50
Web Science and mathematical methods Unit ECTS: 5.00
T BigSec Security and privacy for Big Data and Cloud ECTS: 2.50, Weight: 2.50
T ImCod Image & Video Compression ECTS: 2.50, Weight: 2.50
T QUANTIS Quantum Information Science ECTS: 2.50, Weight: 2.50
T SoftDev Software development methodologies ECTS: 2.50, Weight: 2.50
T WebInt Interaction Design and Development of Modern Web Applications ECTS: 2.50, Weight: 2.50
Social and Human Sciences Unit ECTS: 4.00
G B_INNOV How to adopt the right posture and move from idea to market! ECTS: 4.00, Weight: 4.00
G CSE The challenges of a sustainable economy ECTS: 2.00, Weight: 2.00
G ManagIntro Introduction to management ECTS: 4.00, Weight: 4.00
G Property Intellectual property law ECTS: 2.00, Weight: 2.00
G RDI Responsible Digital Innovation: Risks, Ethics and Technology ECTS: 2.00, Weight: 2.00
G TeamLead Personal Development and Team Leadership ECTS: 4.00, Weight: 4.00

Language Unit ECTS: 1.00
Langue Unit ECTS: 1.00

(Français, ou une autre langue si l'étudiant le parle déjà couramment)

Semester 8 (30 ECTS) : March - June

Advanced in Machine Learning Unit ECTS: 10.00
T AML Algorithmic Machine Learning ECTS: 2.50, Weight: 2.50
T ASI Advanced Statistical Inference ECTS: 5.00, Weight: 5.00
T DeepLearning Deep Learning ECTS: 2.50, Weight: 2.50
Applications in Data Science Unit ECTS: 10.00
T 3DGraph 3-D and virtual imaging (analysis and synthesis) ECTS: 5.00, Weight: 5.00
T APPIOT Iot Application Protocols ECTS: 2.50, Weight: 2.50
T Forensics Cyber-crime and Computer Forensics ECTS: 5.00, Weight: 5.00
T FormalMet FormalMethods-Formal specification and verification of systems ECTS: 2.50, Weight: 2.50
T ImSecu Imaging Security ECTS: 2.50, Weight: 2.50
T MALCOM Machine Learning for Communication systems ECTS: 5.00, Weight: 5.00
T Speech Speech and audio processing ECTS: 2.50, Weight: 2.50
T WebSem Semantic Web and Information Extraction technologies ECTS: 2.50, Weight: 2.50
Opening Unit ECTS: 5.00
T 3DGraph 3-D and virtual imaging (analysis and synthesis) ECTS: 5.00, Weight: 5.00
T APPIOT Iot Application Protocols ECTS: 2.50, Weight: 2.50
G AddLang Additional foreign language ECTS: 1.00, Weight: 1.00
T AwaRes Awareness-raising to research ECTS: 1.50, Weight: 1.50
G Business Business Simulation ECTS: 4.00, Weight: 4.00
T CompMeth Computational Methods for digital communications ECTS: 5.00, Weight: 5.00
T DigitalSystems Digital systems, hardware - software integration ECTS: 5.00, Weight: 5.00
T Forensics Cyber-crime and Computer Forensics ECTS: 5.00, Weight: 5.00
T FormalMet FormalMethods-Formal specification and verification of systems ECTS: 2.50, Weight: 2.50
T HWSec Hardware Security ECTS: 2.50, Weight: 2.50
T ImSecu Imaging Security ECTS: 2.50, Weight: 2.50
G Law Introduction générale au droit : les contrats et la création de société ECTS: 2.00, Weight: 2.00
T MALCOM Machine Learning for Communication systems ECTS: 5.00, Weight: 5.00
T MobWat Wireless Access Technologies ECTS: 2.50, Weight: 2.50
T NetSoft Network Softwerization ECTS: 2.50, Weight: 2.50
T PlanTP Transportation Planning ECTS: 2.50, Weight: 2.50
G ProjMan Project management ECTS: 4.00, Weight: 4.00
T ProtIOT Iot Communication Protocols ECTS: 2.50, Weight: 2.50
T Radio Radio engineering ECTS: 5.00, Weight: 5.00
G SATT Sociological Approaches of Telecom Technologies ECTS: 2.50, Weight: 2.50
T SP4COM Signal Processing for Communications ECTS: 5.00, Weight: 5.00
T Speech Speech and audio processing ECTS: 2.50, Weight: 2.50
G StudInit Student Initiative ECTS: 1.00, Weight: 1.00
G TeamLead Personal Development and Team Leadership ECTS: 4.00, Weight: 4.00
T TraffEEc Emission and Traffic Efficiency ECTS: 2.50, Weight: 2.50
T WebSem Semantic Web and Information Extraction technologies ECTS: 2.50, Weight: 2.50
T WiSec Wireless Security ECTS: 2.50, Weight: 2.50
Social and Human Sciences Unit ECTS: 4.00
G Business Business Simulation ECTS: 4.00, Weight: 4.00
G Law Introduction générale au droit : les contrats et la création de société ECTS: 2.00, Weight: 2.00
G ProjMan Project management ECTS: 4.00, Weight: 4.00
G SATT Sociological Approaches of Telecom Technologies ECTS: 2.00, Weight: 2.00
G TeamLead Personal Development and Team Leadership ECTS: 4.00, Weight: 4.00

Language Unit ECTS: 1.00

Semester 9 (30 ECTS) : September  - February 

Applications Unit ECTS: 10.00
T ImProc Digital Image Processing ECTS: 2.50, Weight: 2.50
T InfoTheo Information theory ECTS: 5.00, Weight: 5.00
T MPC Multiparty Computation and Blockchains ECTS: 2.50, Weight: 2.50
T MobServ Mobile application and services ECTS: 5.00, Weight: 5.00
T Optim Optimization Theory with Applications ECTS: 2.50, Weight: 2.50
T STATS Foundations of Statistical Inference ECTS: 2.50, Weight: 2.50
T SysSec System and Network Security ECTS: 5.00, Weight: 5.00
Opening Unit ECTS: 5.00
T ATWireless Advanced topics in wireless communications ECTS: 5.00, Weight: 5.00
G AddLang Additional foreign language ECTS: 1.00, Weight: 1.00
T AwaRes Awareness-raising to research ECTS: 1.50, Weight: 1.50
G B_INNOV How to adopt the right posture and move from idea to market! ECTS: 4.00, Weight: 4.00
T BigSec Security and privacy for Big Data and Cloud ECTS: 2.50, Weight: 2.50
G CSE The challenges of a sustainable economy ECTS: 2.00, Weight: 2.00
T CompArch Computer architecture ECTS: 5.00, Weight: 5.00
T DigiCom Digital communications ECTS: 5.00, Weight: 5.00
T EmSim Emulation and simulation methodologies ECTS: 2.50, Weight: 2.50
T ImCod Image & Video Compression ECTS: 2.50, Weight: 2.50
T ImProc Digital Image Processing ECTS: 2.50, Weight: 2.50
T InfoTheo Information theory ECTS: 5.00, Weight: 5.00
T MPC Multiparty Computation and Blockchains ECTS: 2.50, Weight: 2.50
G ManagIntro Introduction to management ECTS: 4.00, Weight: 4.00
T MathEng Essential Mathematical Methods for Engineers ECTS: 2.50, Weight: 2.50
T MobCom Mobile communication techniques ECTS: 5.00, Weight: 5.00
T MobMod Mobility Modeling ECTS: 2.50, Weight: 2.50
T MobServ Mobile application and services ECTS: 5.00, Weight: 5.00
T MobSys Mobile communication systems ECTS: 5.00, Weight: 5.00
T MobiSec Mobile Systems and Smartphone Security ECTS: 5.00, Weight: 5.00
T NetMod Network Modeling ECTS: 5.00, Weight: 5.00
T OS Operating systems ECTS: 5.00, Weight: 5.00
T Optim Optimization Theory with Applications ECTS: 2.50, Weight: 2.50
G Property Intellectual property law ECTS: 2.00, Weight: 2.00
T QUANTIS Quantum Information Science ECTS: 2.50, Weight: 2.50
G RDI Responsible Digital Innovation: Risks, Ethics and Technology ECTS: 2.00, Weight: 2.00
T SSP Statistical signal processing ECTS: 5.00, Weight: 5.00
T STATS Foundations of Statistical Inference ECTS: 2.50, Weight: 2.50
T SecCom Secure communications ECTS: 5.00, Weight: 5.00
T SoftDev Software development methodologies ECTS: 2.50, Weight: 2.50
T Stand Standardization activities ECTS: 2.50, Weight: 2.50
G StudInit Student Initiative ECTS: 1.00, Weight: 1.00
T SysSec System and Network Security ECTS: 5.00, Weight: 5.00
G TeamLead Personal Development and Team Leadership ECTS: 4.00, Weight: 4.00
T UMLEmb Designing embedded systems with UML ECTS: 2.50, Weight: 2.50
T WebInt Interaction Design and Development of Modern Web Applications ECTS: 2.50, Weight: 2.50
Social and Human Sciences Unit ECTS: 4.00
G B_INNOV How to adopt the right posture and move from idea to market! ECTS: 4.00, Weight: 4.00
G CSE The challenges of a sustainable economy ECTS: 2.00, Weight: 2.00
G ManagIntro Introduction to management ECTS: 4.00, Weight: 4.00
G Property Intellectual property law ECTS: 2.00, Weight: 2.00
G RDI Responsible Digital Innovation: Risks, Ethics and Technology ECTS: 2.00, Weight: 2.00
G TeamLead Personal Development and Team Leadership ECTS: 4.00, Weight: 4.00

Language Unit ECTS: 1.00

 

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.