Πολυτεχνείο Κρήτης : Machine Learning and Data Science: Πρόγραμμα Σπουδών

Courses offered in the Fall semester (30 ECTS)

Courses offered in the Spring semester (30 ECTS)

Machine Learning (Required, 7ECTS)
Research seminar / Independent Study / Capstone project (Required, 2ECTS)
At least one from Group A
- Big Data Processing and Analysis (7ECTS)
- Time Series Modeling and Analysis (7ECTS)
- Probabilistic Graphical Models and Inference Algorithms (7ECTS)
- Detection and Estimation Theory (7ECTS)
At most two from Group B
- Advanced Concepts in Machine Learning and Pattern Recognition (7ECTS)
- Quantum Machine Learning, Optimization and Applications (7ECTS)
- Quantum Information and Quantum Estimation (B, 7ECTS)
- Secure Systems (7ECTS)
- Nonlinear Systems (7ECTS)
- Reinforcement learning and Dynamic Optimization (B, 7ECTS)
- Decision Making and Learning in Multiagent Worlds (B, 7ECTS)