| Course | ECTS |
|---|---|
| Οbject – Oriented Programming | 6 |
| Matrices and Linear Algebra | 6 |
| Calculus | 6 |
| Discrete mathematics | 6 |
| Fundamentals of Computer Engineering | 6 |
University of West Attica
Department of Informatics and Computer Engineering
FLP in “Artificial Intelligence and Data Science” – Program Structure
1st Semester
2nd Semester
| Course | ECTS |
|---|---|
| Python programming | 6 |
| Probability Theory – statistics | 6 |
| Algorithms and data structures for data science | 6 |
| Introduction to Databases | 6 |
| Computer architecture | 6 |
3rd Semester
| Course | ECTS |
|---|---|
| Scientific Programming – MATLAB & R Programming | 6 |
| Computational Thinking | 6 |
| Human-Computer Interaction | 6 |
| Signal processing | 6 |
| Computer networks | 6 |
4th Semester
| Course | ECTS |
|---|---|
| Introduction to Artificial Intelligence | 6 |
| Data Mining | 6 |
| Parallel Computing | 6 |
| Hardware for AI and Big Data | 6 |
| Fundamentals of Machine Learning | 6 |
5th Semester
| Course | ECTS |
|---|---|
| Big Data Management and Analysis | 6 |
| Deep Learning | 6 |
| Fuzzy Systems and Evolutionary Computation | 6 |
| Privacy and Security in Data Science and AI | 6 |
| High Performance Computing | 6 |
6th Semester
| Course | ECTS |
|---|---|
| Intelligent Learning Environments | 6 |
| Computer Vision | 6 |
| Natural Language Processing | 6 |
| Elective 1 | 6 |
| Elective 2 | 6 |
7th Semester
| Course | ECTS |
|---|---|
| Ethical, policy and legal issues in Artificial Intelligence | 6 |
| Elective 3 | 6 |
| Elective 4 | 6 |
| Elective 5 | 6 |
| Elective 6 | 6 |
8th Semester
| Course | ECTS |
|---|---|
| Final Year Project BSc Thesis | 6 |
Lec.: LecturesTut.: TutorialsLab: LaboratoryC: CompulsorySO: Specialisation’s OptionalRO: Required Optional
Optional courses
| Course | ECTS |
|---|---|
| Cryptography | 6 |
| Game Theory | 6 |
| Reinforcement Learning | 6 |
| Advanced Statistics and Probability | 6 |
| Advanced Topics in Deep Learning | 6 |
| Advanced Databases | 6 |
| Semantic WEB & Social Networks Analysis | 6 |
| Data streaming | 6 |
| Mobile, Wearable and Affective Computing | 6 |
| AI in BioInformatics | 6 |
| Financial Data analysis and Business Intelligence | 6 |
| Remote Sensing | 6 |
| Geographic Information Science | 6 |
| IoT, Smart Cities & Transport | 6 |
| Enterpreneurship in AI & Data Science | 6 |
| AI for Robotics & Autonomous Systems | 6 |
| AI and Arts | 6 |
| Cognitive Psychology | 6 |
| AI in audio and speech processing | 6 |
| Computer Graphics | 6 |
| Emerging Computing Paradigms (cloud – edge – fog) | 6 |