Πανεπιστήμιο Δυτικής Αττικής

Τεχνητή Νοημοσύνη και Επιστήμη Δεδομένων

1st semester
  1. Object-Oriented Programming
  2. Matrices and Linear Algebra
  3. Calculus
  4. Discrete Mathematics
  5. Fundamentals of Computer Engineering
2nd semester
  1. Python Programming
  2. Probability Theory – Statistics
  3. Algorithms and Data Structures for Data Science
  4. Introduction to Databases
  5. Computer Architecture
3rd semester
  1. Scientific Programming – MATLAB & R Programming
  2. Computational Thinking
  3. Introduction to Artificial Intelligence
  4. Signal Processing
  5. Computer Networks
4th semester
  1. Human-Computer Interaction
  2. Data Mining
  3. Parallel Computing
  4. Fuzzy Systems and Evolutionary Computation
  5. Fundamentals of Machine Learning
5th semester
  1. Data Management and Analysis
  2. Deep Learning
  3. Hardware for AI and Big Data
  4. Privacy and Security in Data Science and AI
  5. High Performance Computing
6th semester
  1. Reinforcement Learning
  2. Computer Vision
  3. Natural Language Processing, Semantic Web & Social Networks Analysis
  4. Elective 1
  5. Elective 2
7th semester
  1. Ethical, Policy and Legal Issues in Artificial Intelligence
  2. Elective 3
  3. Elective 4
  4. Elective 5
  5. Elective 6
8th semester

Final Year Project B.Sc. Thesis

List of Elective Courses
6th semester
  1. Geographic Information Science
  2. Advanced Statistics and Probability
  3. Advanced databases
  4. Internet of Things
  5. Intelligent Control
  6. Artificial Intelligence in Engineering Applications I
7th semester
  1. Game Theory
  2. Advanced Topics in Deep Learning
  3. Data Streaming
  4. Artificial Intelligence and Data science in the Food Sector
  5. Machine Learning in Remote Sensing
  6. Cryptography
  7. Entrepreneurship in Artificial Intelligence & Data Science
  8. Artificial Intelligence for Robotics & Autonomous Systems
  9. Computer Graphics
  10. Emerging Computing Paradigms
  11. Artificial Intelligence in Engineering Applications II
  12. Artificial Intelligence for Smart Grids and Power Systems