Big Data and Artificial Intelligence
1st Semester (30 ECTS)
Compulsory Courses
Big Data Analytics (6 ECTS)
Database Systems (6 ECTS)
Knowledge Technologies (6 ECTS)
Machine Learning (6 ECTS)
Elective Courses (select one)
Clustering Algorithms (6 ECTS)
Biostatistics (6 ECTS)
Natural Language Processing (6 ECTS)
Social Implications of the technologies (6 ECTS)
Time series data analysis and applications (6 ECTS)
Introduction to Bioinformatics (6 ECTS)
Information Theory (6 ECTS)
Optimization – Theory and Algorithms (6 ECTS)
Special topics in Big Data and Artificial Intelligence (6 ECTS)
2nd Semester (30 ECTS)
Compulsory Courses
Deep Neural Networks (6 ECTS)
The Internet of Things (6 ECTS)
Big Data Management (6 ECTS)
Image Processing and Analysis (6 ECTS)
Elective Courses (select one)
Geometric Data Analysis (6 ECTS)
Information Technologies in Neurosciences (6 ECTS)
Information Technologies in Medicine (6 ECTS)
Innovations in Data Science (6 ECTS)
Algorithms in Molecular Biology (6 ECTS)
Machine Learning in Computational Biology (6 ECTS)
Computer Vision (6 ECTS)
Special topics in Big Data and Artificial Intelligence (6 ECTS)
Bioinformatics – Biomedical Data Science
1st Semester (30 ECTS)
Compulsory Courses
Biology – Physiology (6 ECTS)
Introduction to Bioinformatics (6 ECTS)
Introduction to Biotechnology (6 ECTS)
Machine Learning (6 ECTS)
Elective Courses (select one)
Clustering Algorithms (6 ECTS)
Biostatistics (6 ECTS)
Natural Language Processing (6 ECTS)
Social Implications of the technologies (6 ECTS)
Big Data Analytics (6 ECTS)
Molecular Modeling of Biomolecules (6 ECTS)
Database Systems (6 ECTS)
Knowledge Technologies (6 ECTS)
Special topics in Bioinformatics (6 ECTS)
2nd Semester (30 ECTS)
Compulsory Courses
Algorithms in Structural Biology (6 ECTS)
Algorithms in Molecular Biology (6 ECTS)
Machine Learning in Computational Biology (6 ECTS)
Image Processing and Analysis (6 ECTS)
Elective Courses (select one)
Geometric Data Analysis (6 ECTS)
Information Technologies in Neurosciences (6 ECTS)
Information Technologies in Medicine (6 ECTS)
Innovations in Data Science (6 ECTS)
Deep Neural Networks (6 ECTS)
Big Data Management (6 ECTS)
Special topics in Big Data and Artificial Intelligence (6 ECTS)
3rd Semester (30 ECTS)
Compulsory Courses
Master’s Thesis (30 ECTS)