YearTypeTitle
M1coreArtificial Intelligence and Machine Learning for Connected Systems
M1coreOperations Research
M1coreNetwork Security
M1coreDistributed and Federated Learning
M1coreWireless and Mobile Networks
M1electiveControl Systems Theory and Engineering
M1electiveParallel and Distributed Systems
M1electiveControl Systems Theory and Engineering
M1electiveAcademic ethics and integrity. Methodology of scientific research
M1electiveAdvanced Methods in Data Analysis
M1electiveData Mining and Knowledge Discovery
M1electiveAlgorithm Engineering and Data Structures
M1electiveComplex Networks: Data Analysis and Network Science
M1electiveNetworks: Complements and Applications
M1electiveNetwork architecture
M1electiveComputer System Modeling and Verification
M1electiveDatacenter Design and Operations
M1electiveContemporary Economic Issues
M1electiveSeminars from the Industry
M1electiveEthics and Sovereignity of Digital Infrastructures
M1electiveProfessional experience in apprenticeship
M1electiveProject Management – Processes, Activites and Practices
M1electiveModeling and Identification of Dynamic Systems
M1electivePattern Recognition and Deep Learning
M1electiveRefresh in C & Bash Programming (STC)
M1electiveSustainable IoT Architectures (STC)
M1electiveNext Generation IEEE 802.11 standards (STC)
M1electiveData Management and Digital Transformation in Industrial Process Automation (STC)
M1electiveBig Data Technologies for Connected Industries (STC)
M1electiveRobot Predictive Maintenance (STC)
M1electiveAdvanced Python programming (STC)
M1electiveIntegration of Virtual and Augmented Reality Technologies in Connected Industries (STC)
M2coreLearning Robots
M2coreRobot Operating Systems
M2coreNetwork Virtualization and Automation
M2coreAdvanced Experimental Projects
M2electiveReinforcement Learning
M2electiveBusiness Process Modeling
M2electiveAdvanced Programming
M2electiveIndustrial Internet of Things
M2electiveEmbedded Systems: Cybersecurity and Applications
M2electiveApplied Artificial Intelligence (STC)
M2electiveWiFi and 5G Convergence in 6G (STC)
M2electiveSmart Industry 4.0 Systems (STC)
M2electiveGreen AI Computing for Connected Industries (STC)
M2electivePeer-to-Peer Systems and Blockchain
M2electiveCommunications for Precision Agriculture and Farming (STC)
M2electiveApplications of AI and Cyber-threat Management (STC)
M2electiveProgramming and Communication of a Robotic Arm (STC)
M2electiveAI4CI Activities: from research to business (STC)
M2electiveAdvanced Python programming (STC)
M2electiveFPGA Platforms: Programmable Embedded Systems (STC)
M2electiveFrench
M2electiveEnglish
M2electiveProfessional experience in apprenticeship
M2coreMaster thesis – internship – apprenticeship
YearTypeTitleECTSSemester
M1coreArtificial Intelligence and Machine Learning for Connected Systems61
M1coreOperations Research41
M1coreParallel and Distributed Systems62
M1coreOperating Systems and Computer Architecture61
M1coreNetwork Security61
M1coreControl Systems Theory and Engineering42
M1coreDistributed and Federated Learning52
M1coreWireless and Mobile Networks62
M1electiveChoice of 2 modules for a total of 6 ECTS62
M1Refresh in C & Bash Programming (STC)31
M1Sustainable IoT Architectures (STC)32
M1Next Generation IEEE 802.11 standards (STC)32
M1Data Management and Digital Transformation in Industrial Process Automation (STC)31
M1Big Data Technologies for Connected Industries (STC)31
M1Robot Predictive Maintenance (STC)32
M1Advanced Python programming (STC)31
M1Integration of Virtual and Augmented Reality Technologies in Connected Industries (STC)32
M1electiveChoice of at least 11 ECTS11
M1Complex Networks: Data Analysis and Network Science4
M1Algorithm Engineering and Data Structures61
M1Networks: Complements and Applications / Network metrology62
M1Network architecture61
M1Computer System Modeling and Verification62
M1Datacenter Design and Operations52
M1Network Metrology62
M1Contemporary Economic Issues – I31
M1Seminars from the Industry32
M1Ethics and Sovereignity of Digital Infrastructures32
M2coreReinforcement Learning31
M2coreLearning Robots31
M2coreRobot Operating Systems31
M2coreNetwork Virtualization and Automation61
M2coreAdvanced Experimental Projects61
M2electiveChoice of 1 module of 6 ECTS6
M2Business Process Modeling6
M2Advanced Programming61
M2Industrial Internet of Things61
M2Embedded Systems: Cybersecurity and Applications61
M2electiveChoice of 2 modules for a total of 6 ECTS6
M2Applied Artificial Intelligence (STC)31
M2WiFi and 5G Convergence in 6G (STC)31
M2Smart Industry 4.0 Systems (STC)31
M2Green AI Computing for Connected Industries (STC)31
M2Peer-to-Peer Systems and Blockchain52
M2Communications for Precision Agriculture and Farming (STC)31
M2Applications of AI and Cyber-threat Management (STC)31
M2Programming and Communication of a Robotic Arm (STC)31
M2AI4CI Activities: from research to business (STC)31
M2Advanced Python programming (STC)31
M2FPGA Platforms: Programmable Embedded Systems (STC)31
M2elective6 ECTS to choose
M2Français Langue Etrangère61
M2English61
M22 Short Term Courses from M2 list above6
M2coreMaster thesis – internship212
YearTypeTitleECTSSemest
M1coreArtificial Intelligence and Machine Learning for Connected Systems (was Introduction to AI)61
M1coreEnglish61
M1coreNetwork Security61
M1coreDistributed and Federated Learning52
M1coreWireless and Mobile Networks62
M1elective3 Short Term Courses92
M1Refresh in programming languages31
M1Sustainable IoT Architectures32
M1Next Generation IEEE 802.11 standards32
M1Data Management and Digital Transformation in Industrial Process Automation31
M1Big Data Technologies for Connected Industries31
M1Robot Predictive Maintenance32
M1Advanced Python programming31
M1Integration of Virtual and Augmented Reality Technologies in Connected Industries32
M1electiveChoice of at least 12 ECTS12
M1Control Systems Theory and Engineering42
M1Parallel and Distributed Systems62
Operating Systems and Computer Architecture61
M1Intelligent Process and Factory Control62
M1Complex Networks: Data Analysis and Network Science61
M1Network architecture62
M1Datacenter Design and Operations52
M1Ethics and Sovereignty of Digital Infrastructures33
M1coreProfessional experience in apprenticeship102
M2coreAdvanced Experimental Projects61
M2coreNetwork Virtualization and Automation61
M2coreRobot Operating Systems32
M2coreLearning Robots3
M2electiveChoice of at least 12 ECTS121
M2Reinforcement Learning32
M2Peer-to-Peer Systems and Blockchain51
M2coreAdvanced Programming93
M2corePacket Switching and Processing Architectures61
M2coreAlgorithm Engineering and Data Structures63
M2coreEthics and Sovereignity of Digital Infrastructures3
M2elective3 Short Term Courses93
M2Applied Artificial Intelligence33
M2WiFi and 5G Convergence in 6G33
M2Smart Industry 4.0 Systems33
M2Green AI Computing for Connected Industries32
M2Communications for Precision Agriculture and Farming33
M2Applications of AI and Cyber-threat Management33
M2Programming and Communication of a Robotic Arm33
M2AI4CI Activities: from research to business33
M2FPGA Platforms: Programmable Embedded Systems3
M2electiveChoice of 6 ECTS63
M2Français Langue Etrangère61
M2English63
M22 Short Term Courses from M2 list above63
M2coreProfessional experience in apprenticeship52
M2coreMaster thesis10
YearTypeTitleECTSSemest
M1coreArtificial Intelligence and Machine Learning for Connected Systems71
M1coreOperating Systems and Computer Architecture – Operating Systems for Parallel and Distributed Architectures61
M1coreWireless and Mobile Networks61
M1coreAcademic ethics and integrity. Methodology of scientific research41
M1coreDistributed and Federated Learning72
M1coreControl Systems Theory and Engineering62
M1coreComplex Networks: Data Analysis Using Network Science72
M1electiveChoice of 7 ECTS71
Contemporary Economic Issues – Digital Economy Principles7
Operations Research – Network optimization7
Advanced Methods in Data Analysis7
M1elective1 Short Term Course32
Sustainable IoT Architectures (STC)3
Next Generation IEEE 802.11 standards (STC)3
Data Management and Digital Transformation in Industrial Process Automation (STC)3
Big Data Technologies for Connected Industries (STC)3
Robot Predictive Maintenance (STC)3
Integration of Virtual and Augmented Reality Technologies in Connected Industries (STC)3
M1electiveChoice of 7 ECTS72
Network Security7
Computer System Modeling and Verification – Software Quality7
Parallel and Distributed Systems – Models in Parallel Programming7
Peer-to-Peer Systems and Blockchain – Blockchain Security7
Data Mining and Knowledge Discovery7
M2coreReinforcement Learning – Advanced Machine Learning71
M2coreRobot Operating Systems61
M2coreIndustrial Internet of Things71
M2elective1 Short Term Course31
Applied Artificial Intelligence (STC)3
WiFi and 5G Convergence in 6G (STC)3
Smart Industry 4.0 Systems (STC)3
Green AI Computing for Connected Industries (STC)3
Communications for Precision Agricultue and Farming (STC)3
Applications of AI and Cyber-threat Management (STC)3
Programming and Communication of a Robotic Arm (STC)3
AI4CI Activities: from research to business (STC)3
FPGA Platforms: Programmable Embedded Systems (STC)3
M2electiveChoice of 7 ECTS71
Learning Robots7
Industrial Applications of Artificial Intelligence7
Embedded Systems: Cybersecurity and Applications – Computational Models for Embedded Systems7
Business Process Modeling – Strategic Business Process Automation7
Network Virtualization and Automation7
M2coreMaster thesis – Internship in specialization202
M2coreAdvanced Experimental Projects62
M2coreElaboration of Dissertation Thesis42
YearTypeTitleECTSSemest
YearTypeTitleECTSSemest
M1coreArtificial Intelligence and Machine Learning for Connected Systems61
M1coreOperations Research41
M1coreParallel and Distributed Systems62
M1coreOperating Systems and Computer Architecture61
M1coreNetwork Security61
M1coreControl Systems Theory and Engineering42
M1coreDistributed and Federated Learning52
M1coreWireless and Mobile Networks62
M1elective2 Short Term Courses (september or january or june)62
M1Refresh in C & Bash Programming (STC)31
M1Sustainable IoT Architectures (STC)32
M1Next Generation IEEE 802.11 standards (STC)32
M1Data Management and Digital Transformation in Industrial Process Automation (STC)31
M1Big Data Technologies for Connected Industries (STC)31
M1Robot Predictive Maintenance (STC)32
M1Advanced Python programming (STC)31
M1Integration of Virtual and Augmented Reality Technologies in Connected Industries (STC)32
M1electiveChoice of at least 11 ECTS11
M1Complex Networks: Data Analysis and Network Science42
M1Networks: Complements and Applications / Network metrology62
M1Network architecture61
M1Algorithm Engineering and Data Structures61
M1Computer System Modeling and Verification62
M1Datacenter Design and Operations52
M1Network Metrology62
M1Contemporary Economic Issues – I31
M1Seminars from the Industry32
M1Ethics and Sovereignity of Digital Infrastructures32
M2coreReinforcement Learning31
M2coreLearning Robots3
M2coreRobot Operating Systems3
M2coreNetwork Virtualization and Automation61
M2coreAdvanced Experimental Projects61
M2electiveChoice of at least 12 ECTS12
M2Business Process Modeling61
M2Advanced Programming61
M2Industrial Internet of Things61
M2Embedded Systems: Cybersecurity and Applications61
M2elective1 Short Term Course (september or january)3
M2Applied Artificial Intelligence (STC)31
M2WiFi and 5G Convergence in 6G (STC)31
M2Smart Industry 4.0 Systems (STC)31
M2Green AI Computing for Connected Industries (STC)31
M2Peer-to-Peer Systems and Blockchain51
M2Communications for Precision Agriculture and Farming (STC)31
M2Applications of AI and Cyber-threat Management (STC)31
M2Programming and Communication of a Robotic Arm (STC)31
M2AI4CI Activities: from research to business (STC)31
M2Advanced Python programming (STC)31
M2FPGA Platforms: Programmable Embedded Systems (STC)31
M2elective6 ECTS to choose6
M22 Short Term Courses from M2 list above6
M2coreMaster thesis – internship152
YearTypeAI4CI TitleUPC codeUPC titleModalityECTSSemester
M1First year
First semester – Mandatory courses
M1coreArtificial Intelligence and Machine Learning for Connected Systems230625Machine Learning from DataOn-site51
M1coreOperations Research300476Optimization TechniquesOn-site51
M1coreNetwork Security300272Network Security – Authentication and AuthorizationOn-site31
M1coreContemporary Economic Issues300261+300274ICT-based Entrepeneurship + Project on ICT-Based Business ModelsOn-site61
M1coreWireless Communications300477Mobile CommunicationsOn-site51
Total24
Second semester – Mandatory courses
M1coreFederated and Distributed LearningTo be created locallyFederated and Distributed LearningOn-site32
M1coreComplex Networks: Data Analysis and Network Science300475Network ScienceOn-site52
M1coreData Mining and Knowledge Discovery300271Big Data and Data MiningOn-site62
M1coreSeminars from the IndustryTo be created locallySeminars from the IndustryOn-site32
Total17
Choose two Short-Term courses for a total of 6 ECTS
M1STCData Management and Digital Transformation in Industrial Process AutomationTo be integratedTaken remotely or on-site in mobilityRemote31
M1STCBig Data Technologies for Connected IndustriesTo be integratedTaken remotely or on-site in mobilityRemote31
M1STCAdvanced Python programmingTo be integratedTaken remotely or on-site in mobilityRemote31
M1STCSustainable IoT ArchitecturesTo be integratedTaken remotely or on-site in mobilityRemote32
M1STCNext Generation IEEE 802.11 standardsTo be integratedTaken remotely or on-site in mobilityRemote32
M1STCRobot Predictive MaintenanceTo be integratedTaken remotely or on-site in mobilityRemote32
M1STCIntegration of Virtual and Augmented Reality Technologies in Connected IndustriesTo be integratedTaken remotely or on-site in mobilityRemote32
Choose at least 13 ECTS in elective courses
M1electiveNetwork ArchitectureTo be integratedTaken remotely from PisaRemote61
M1electiveNetworks: Complements and ApplicationsTo be integratedTaken remotely from PisaRemote62
M1electiveControl System Theory and Control EngineeringTo be integratedTaken remotely from UlmRemote42
M1electiveDatacenter Design and OperationsTo be integratedTaken remotely from PisaRemote52
M1electiveEthics and Sovereignty of Digital InfrastructuresTo be integratedTaken remotely from ParisRemote32
M2Second year
First semester – Mandatory courses
M2coreAdvanced ProgrammingSoftware ArchitectureOn-site511
M2coreIndustrial Internet of ThingsInternet of Things and Ubiquitous IPOn-site311
M2coreNetwork Virtualization and AutomationNetwork Support for 5G + Next-Gen Optical Network Infrastructures for Future cloud-based ServicesOn-site611
M2coreAdvanced Experimental ProjectsAdvanced Experimental ProjectsTo be created locallyOn-site61
Total20
Choose at least one Short-Term course for a total of 3 ECTS
M2STCApplied Artificial Intelligence (STC)To be integratedRemote311
M2STCWiFi and 5G Convergence in 6G (STC)To be integratedRemote311
M2STCSmart Industry 4.0 Systems (STC)To be integratedRemote311
M2STCGreen AI Computing for Connected Industries (STC)To be integratedRemote311
M2STCCommunications for Precision Agriculture and Farming (STC)To be integratedRemote311
M2STCApplications of AI and Cyber-threat Management (STC)To be integratedRemote311
M2STCProgramming and Communication of a Robotic Arm (STC)To be integratedRemote311
M2STCAI4CI Activities: from research to business (STC)To be integratedRemote311
M2STCAdvanced Python programming (STC)To be integratedRemote311
M2STCFPGA Platforms: Programmable Embedded Systems (STC)To be integratedRemote311
Complete at least 10 ECTS between STCs and elective courses
M2electivePattern Recognition and Deep LearningTo be integratedRemote from UlmRemote61
M2electiveReinforcement LearningTo be integratedRemote from AvignonRemote51
M2electiveRobot Operating SystemsTo be integratedRemote from UlmRemote31
Second semester
M2coreMaster Thesis30
YearTypeTitleECTSSemest
YearTypeTitleECTSSemest