Data Science

Responsable

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:
T	DBSys	Database Management System Implementation	Weight: 0.50
T	MALIS	Machine Learning and Intelligent System	Weight: 0.50
Humanities and social sciences 3			Unit ECTS: 4.00 Min sum of Weight:
G	B_INNOV	DARE TO INNOVATE! 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	ResRI	Responsible Research and Innovation	Weight: 0.50
G	TeamLead	Personal Development and Team Leadership	Weight: 1.00
Opening 1			Unit ECTS: 5.00 Min sum of Weight:
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	DARE TO INNOVATE! 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
G	CitiCom	Engagement citoyen	Weight: 0.50
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	InfoTheo_2	Advanced Topics In Information Theory	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	MobSys	Mobile communication systems	Weight: 1.00
T	MobiSec	Mobile Systems and Smartphone Security	Weight: 1.00
T	Netsoft	NetWork Softwerization	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
T	ReLearn	Basics on reinforcement learning	Weight: 0.50
T	ResProj	Projet de recherche	Weight: 1.00
G	ResRI	Responsible Research and Innovation	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
G	StudCom_Fall	Engagement étudiant (Fall Semester)	Weight: 0.20
G	StudInit	Student Initiative	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	WebSem	Semantic Web and Information Extraction Technologies	Weight: 0.50
Web Science and mathematical methods			Unit ECTS: 10.00 Min sum of Weight:
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	WebSem	Semantic Web and Information Extraction Technologies	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:
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:
T	APPIOT	Iot Application Protocols	Weight: 0.25
T	AppStat	Applied statistics	Weight: 0.25
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	WebInt	Interaction Design and Development of Modern Web Applications	Weight: 0.25
Humanities and social sciences 4			Unit ECTS: 4.00 Min sum of Weight:
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:
T	APPIOT	Iot Application Protocols	Weight: 0.50
G	AddLang_Spring	Additional foreign language (Spring semester)	Weight: 0.20
T	AppStat	Applied statistics	Weight: 0.50
T	AwaRe	Awareness-raising to research	Weight: 0.50
G	Business	Business Simulation	Weight: 0.80
G	CitiCom	Citizen Commitment	Weight: 0.50
T	CompMeth	Computational Methods for digital communications	Weight: 1.00
T	DigiCom2	Digital Communications for 3GPP Systems : Channel Coding	Weight: 0.50
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
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	MobAdv	Mobile Advanced Networks	Weight: 0.50
T	MobWat	Wireless Access Technologies	Weight: 0.50
T	PlanTP	Transportation Planning	Weight: 0.50
G	ProjMan	Project management	Weight: 0.80
T	ProtIOT	Iot Communication Protocols	Weight: 0.50
T	QuantiP	Quantum Information Processing	Weight: 0.50
T	Radio	Radio engineering	Weight: 1.00
T	ResProj_Spring	Research Project (Spring semester)	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	StudCom2	Student Commitment 2	Weight: 0.20
G	StudInit2	Student Initiative	Weight: 0.50
G	TeamLead	Personal Development and Team Leadership	Weight: 0.80
T	TraffEEc	Emission and Traffic Efficiency	Weight: 0.50
T	WebInt	Interaction Design and Development of Modern Web Applications	Weight: 0.50
G	WebStra	Web strategy and organizational Performance	Weight: 0.20
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	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	DARE TO INNOVATE! 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	ResRI	Responsible Research and Innovation	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	DARE TO INNOVATE! 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
G	CitiCom	Engagement citoyen	Weight: 0.34
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	InfoTheo_2	Advanced Topics In Information Theory	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	MobSys	Mobile communication systems	Weight: 0.67
T	MobiSec	Mobile Systems and Smartphone Security	Weight: 0.67
T	Netsoft	NetWork Softwerization	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
T	ReLearn	Basics on reinforcement learning	Weight: 0.34
G	ResRI	Responsible Research and Innovation	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	StudCom_Fall	Engagement étudiant (Fall Semester)	Weight: 0.17
G	StudInit	Student Initiative	Weight: 0.34
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	WebSem	Semantic Web and Information Extraction Technologies	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.