Data Science

Semester 7 : 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

Semester 8 : 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 AwaRe 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

Semester 9 : 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

Semester 10 : 

Internship