ΞΠΣ «Τεχνητή Νοημοσύνη και Επιστήμη Δεδομένων» – Δομή του ΞΠΣ - Τμήμα Μηχανικών Πληροφορικής και Υπολογιστών

Μάθημα	ECTS
Οbject – Oriented Programming	6
Matrices and Linear Algebra	6
Calculus	6
Discrete mathematics	6
Fundamentals of Computer Engineering	6

Μάθημα	ECTS
Python programming	6
Probability Theory – statistics	6
Algorithms and data structures for data science	6
Introduction to Databases	6
Computer architecture	6

Μάθημα	ECTS
Scientific Programming – MATLAB & R Programming	6
Computational Thinking	6
Human-Computer Interaction	6
Signal processing	6
Computer networks	6

Μάθημα	ECTS
Introduction to Artificial Intelligence	6
Data Mining	6
Parallel Computing	6
Hardware for AI and Big Data	6
Fundamentals of Machine Learning	6

Μάθημα	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

Μάθημα	ECTS
Intelligent Learning Environments	6
Computer Vision	6
Natural Language Processing	6
Elective 1	6
Elective 2	6

Μάθημα	ECTS
Ethical, policy and legal issues in Artificial Intelligence	6
Elective 3	6
Elective 4	6
Elective 5	6
Elective 6	6

Μάθημα	ECTS
Final Year Project BSc Thesis	6

Μάθημα	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

ΞΠΣ «Τεχνητή Νοημοσύνη και Επιστήμη Δεδομένων» – Δομή του ΞΠΣ