| Course title | Total hours | Years active | Course description | Reference curriculum | Notes / Lecturer(s) |
|---|---|---|---|---|---|
| Advanced Programming in MATLAB and Simulink | 20 | 1st 2nd | Advanced programming in MATLAB and Simulink for regression, simulation, optimization and scientific visualization. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Prof. Alberto Oliveri, Prof. Matteo Lodi – DITEN, UniGe |
| Advanced Techniques for Wireless Positioning and Localization | 20 | 1st 2nd | Wireless positioning and localization techniques for indoor/outdoor scenarios, IoT and smart mobility. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Prof. Chiara Garibotto – DITEN, UniGe |
| Analysis of (Networks of) Nonlinear Oscillators | 20 | 1st | Nonlinear dynamical systems and network analysis with MATLAB. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Prof. Matteo Lodi, Prof. Marco Storace – DITEN, UniGe |
| Cognitive Self-Aware Ego-Things | 25 | 1st 2nd | Multisensory learning, Bayesian data fusion and self-awareness in autonomous systems. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Prof. Carlo Regazzoni – DITEN, UniGe |
| Cyber Security for Cloud Computing | 22 | 1st | Advanced cybersecurity architectures for cloud and edge environments. | Electromagnetism, Electronics, Telecommunications | Prof. Alessandro Carrega – DITEN, UniGe |
| Deep Neural Networks for Constrained Devices | 12 | 1st 2nd | Efficient deployment of deep neural networks on constrained hardware. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Prof. Christian Gianoglio – DITEN, UniGe |
| Emerging Ultra-Low Power Analog-Mixed-Signal ICs | 15 | 1st 2nd | Ultra-low-power analog and mixed-signal IC design for IoT sensor nodes. | Electromagnetism, Electronics, Telecommunications | Dr. Orazio Aiello – DITEN, UniGe |
| Introduction to Deep Learning | 20 | 1st 2nd | Deep neural networks, architectures and training strategies with Python and TensorFlow. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Prof. Francesco Bellotti – DITEN, UniGe |
| Introduction to Digital System Design based on FPGA | 12 | 1st 2nd | Digital system design using FPGA devices and CAD tools. | Electromagnetism, Electronics | Prof. Ali Ibrahim – Lebanese International University |
| Introduction to the Design of Space Missions | 10 | 1st 2nd 3rd | Space mission design, propulsion, power systems and CubeSats. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Prof. Marcello Corradini – S3-Space Systems Solutions |
| Interdisciplinary Dimension of ICT Environmental Sustainability | 18 | 1st 2nd 3rd | ICT sustainability, energy efficiency, cloud emissions and ecological digital transition. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Dr. Giovanna Sissa – DITEN, UniGe |
| Internet of Things (IoT) Communication Protocols | 20 | 1st 2nd | IoT communication protocols, architectures and use cases. | Electromagnetism, Electronics, Telecommunications | Prof. Fabio Patrone – DITEN, UniGe |
| Machine Learning Applications in Cyber Security | 20 | 1st 2nd | Machine learning techniques applied to cybersecurity and intrusion detection. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Prof. Giovanni Battista Gaggero, Prof. Danilo Greco – DITEN, UniGe; Politecnico di Milano |
| Machine Learning for Autonomous Systems | 25 | 1st 2nd | Machine learning techniques for autonomous and embedded systems. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Prof. Lucio Marcenaro – DITEN, UniGe |
| Mastering the Cloud: Infrastructure as Code for Advanced Infrastructure Management and Optimization | 20 | 1st 2nd | Infrastructure as Code for cloud provisioning and optimization. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Eng. Marco Cello –Chief Technology Officer at webidoo |
| Microcontroller Programming | 12 | 1st 2nd | Design and programming of embedded systems based on ARM microcontrollers. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Dr. Flavio Sansovini – DITEN, UniGe |
| Project Management and Self-development | 15 | 1st 2nd 3rd | Research career development and European grant opportunities. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Dr. Orazio Aiello – DITEN, UniGe |
| Queueing Theory and Teletraffic Engineering | 24 | 1st 2nd | Queueing models and teletraffic analysis for computer and telecommunication systems. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Prof. Franco Davoli – DITEN, UniGe |
| Scientific Paper Writing | 12 | 1st 2nd 3rd | Scientific writing, research methodology and peer-review process. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Prof. Mario Marchese – DITEN, UniGe |
| Simulation and Data Analytics of Cyber-Physical Systems | 24 | 1st 2nd | Simulation and data analytics for cyber-physical systems. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Dr. Maurizio Mongelli – CNR-IEIIT, Genoa |
| Startup and Entrepreneurship | 24 | 1st 2nd | Startup creation, innovation, financing and entrepreneurial mindset. | Electromagnetism, Electronics, Telecommunications Computer Vision, Pattern Recognition and ML | Eng. Massimo Vanzi |
XLI-Cycle Courses
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