In the second year, the students will start their specialization based on the mobility path they have chosen:
- Industrial Machine Learning – Software Engineering
- Computer Vision and Intelligent Systems
- Model Driven Machine Learning – Software Engineering
During the first semester of this second year, they will receive the required formal training needed for carrying out their master thesis as well as training on research methodology. During the last semester of their studies, the students will focus on implementing their master thesis work.
Second-year specialisation in Industrial Machine Learning – Software Engineering
Hosting university: Mälardalen University, Sweden
Second-year track video
Semester 1 - 30 ECTS
Compulsory (15 ECTS)
- Numerical Methods with MATLAB 7.5 ECTS
- Research Methods in Computer Science 7.5 ECTS
Elective ( select 15 ECTS)*
- Distributed Software Development 7.5 ECTS
- Safety-critical Systems Engineering 7.5 ECTS
- Software Verification and Validation 7.5 ECTS
Watch an introduction video here - Web Security 7.5 ECTS
* Course selection must be validated by the host university.
Semester 2 - 30 ECTS
Compulsory (30 ECTS)
Thesis Work 30 ECTS
Second-year specialisation in Computer Vision and Intelligent Systems
Hosting university: University of the Balearic Islands, Spain
Second-year track video
Semester 1 - 30 ECTS
Compulsory (18 ECTS)
- Scientific Research Methodology 3ECTS
Watch an introduction video here - Research Management and Innovation 3 ECTS
- Computer Vision specialization
- Computer Vision and 3-D Reconstruction 6 ECTS
Watch an introduction video here - Image and Video Analysis 6 ECTS
Watch an introduction video here
- Computer Vision and 3-D Reconstruction 6 ECTS
Elective (select 12 ECTS)*
- Computational Intelligence 6 ECTS
- Internet of Things specialization (video presenting the specialization here)
- Data Science specialization
- Storage and Data Recovery 6 ECTS
- Complex Networks 6 ECTS
- Mobile Robotics specialization
* Course selection must be validated by the host university.
Semester 2 - 30 ECTS
Compulsory (24 ECTS)
- Computer Vision courses
- Image Indexing and Retrieval by Content 3 ECTS
Watch an introduction video here - Medical Image Processing 3 ECTS
Watch an introduction video here
- Image Indexing and Retrieval by Content 3 ECTS
- Master's Thesis 18 ECTS
Elective (select 6 ECTS)*
- Deep Learning 3 ECTS
- Human-Computer Interactions 3 ECTS
- Internet of Things specialization (video presenting the specialization here)
- Data Analysis in IoT 3 ECTS
- Application Areas of IoT 3 ECTS
- Data Science specialization
- Business Analytics 3 ECTS
- Advanced Techniques in Data Mining 3 ECTS
- Mobile Robotics specialization
* Course selection must be validated by the host university.
Second-year specialisation Model Driven Machine Learning – Software Engineering
Hosting university: University of l’Aquila, Italy
Second-year track video
Semester 1 - 30 ECTS
Compulsory (18 ECTS)
- Machine Learning for Model Driven Engineering 6 ECTS
- Model-Driven Engineering 6 ECTS
Watch an introduction video here - Software Architectures 6 ECTS
- Italian A1 course
Elective (select 12 ECTS)1
- Architecting Intelligent Systems 6 ECTS
- Software Engineering for Autonomous Systems 6 ECTS
- Software Engineering for the Internet of Things 6 ECTS
- Software Quality Engineering 6 ECTS
1Course selection must be validated by the host university.
Semester 2 - 30 ECTS
Compulsory (27 ECTS)
- Internship 6 ECTS
- Final exam - Thesis defense 21 ECTS
Elective (select 3 ECTS)1
- Advanced Modelling Techniques 3 ECTS
- Advanced Verification and Validation 3 ECTS
- Information Retrieval 3 ECTS
- Big Data Models And Algorithms 6 ECTS
- Business Processes Development 6 ECTS
Watch an introduction video here - Service-Oriented Software Engineering 6 ECTS
Watch an introduction video here
1Course selection must be validated by the host university.
Last updated on 24 February 2022