Courses
Core Courses
Winter Semester
Dynamical Systems and Mathematical Chaos Theory (9503)
TEACHING STAFF:
Nik. Stavrakakis, Vas. Rothos
ECTS:
8
SEMESTER:
1
Probability Theory (9504)
TEACHING STAFF:
S.Sampanis, I. Litras
ECTS:
8
SEMESTER:
1
Statistical Modelling (9507)
TEACHING STAFF:
Chrys. Karoni
ECTS:
7
SEMESTER:
1
Nonlinear Partial Differential Equations (9508)
TEACHING STAFF:
B. Rothos & N. Lambropoulos
ECTS:
8
SEMESTER:
3
Financial Management (9554)
TEACHING STAFF:
A. Christopoulos, I. Katsamboxakis, H. Basdekis
ECTS:
6
SEMESTER:
1
Summer Semester
Nonlinear Functional Analysis (9502)
TEACHING STAFF:
N. Lampropoulos
ECTS:
8
SEMESTER:
2
DIRECTION Ι: MODERN TECHNOLOGIES
Winter Semester
Computational Methods in Engineering (9510)
TEACHING STAFF:
A. Bountouvis, M. Kavousanakis
ECTS:
6
SEMESTER:
1
Special Topics in Complex Systems (9555)
(also applicable to Direction II)
TEACHING STAFF:
B. Konstantoudis, A. Provata, M. Axenidis, A. Bountis, I. Kominis
ECTS:
6
SEMESTER:
3
Optimization Problems and Variational Principles of Mathematical Physics(9571)
Will not be taught this year
TEACHING STAFF:
Ger.Athanasoulis
ECTS:
6
SEMESTER:
1
Parallel and Network Programming(9551)
TEACHING STAFF:
Gkoumas
ECTS:
7
SEMESTER:
3
Graph Visualization (9530)
Will not be taught this year
TEACHING STAFF:
Ant. Simvonis
ECTS:
8
SEMESTER:
1
COMPLEX DYNAMICS OF HAMILTONIAN SYSTEMS & APPLICATIONS (9605)
TEACHING STAFF:
I. Kominis
ECTS:
6
SEMESTER:
3
Wave Guidance Phenomena in the Marine Environment and Applications (9539)
TEACHING STAFF:
K. Belibasakis
ECTS:
6
SEMESTER:
1
Electro-Optics and Applications (9544)
TEACHING STAFF:
Ilias Glitsis
ECTS:
6
SEMESTER:
3
Summer Semester
Molecular Simulation of Materials(9514)
TEACHING STAFF:
G. Papadopoulos
ECTS:
6
SEMESTER:
2
Mathematical Modeling in Nanotechnology (9515)
TEACHING STAFF:
V.Konstantoudis, G.Kokkoris
ECTS:
8
SEMESTER:
2
Advanced Remote Sensing Topics. Remote Sensing of Environment(9528)
TEACHING STAFF:
Konstantinos Karantzalos, V. Karathanasi, D. Argyalas, P. Kolokousis, Z. Kandylakis, V. Psoma
ECTS:
7
SEMESTER:
2
Finite Differences and Finite Elements for Partial Differential Equations (9587)
TEACHING STAFF:
E. Georgoulis, K. Chrysafinos
ECTS:
8
SEMESTER:
2
Systems Biology – Bioinformatics (Systems and Network Biology) (9581)
TEACHING STAFF:
M.Klapa
ECTS:
5
SEMESTER:
2
Nonlinear Dynamics and Applications (9512)
TEACHING STAFF:
K.Spirou
ECTS:
6
SEMESTER:
2
Knot Theory, Low-Dimensional Topology and Applications (9548)
Will not be taught this year
TEACHING STAFF:
S.Lampropoulou
ECTS:
8
SEMESTER:
2
DIRECTION II : MATHEMATICS OF DATA SCIENCE
Winter Semester
Stochastic Processes (9568)
TEACHING STAFF:
M. Loulakis, K. Karatapanis
ECTS:
8
SEMESTER:
1
Machine Learning (9531)
(also suggested for Directions I & III)
TEACHING STAFF:
A. Vouladimos, G. Stamou, P. Tzouvelis
ECTS:
8
SEMESTER:
3
Summer Semester
Statistical Quality Control (9546)
TEACHING STAFF:
Chr. Koukouvinos
ECTS:
8
SEMESTER:
2
Computational Statistics and Stochastic Optimization(9579)
TEACHING STAFF:
D.Fouskakis
ECTS:
8
SEMESTER:
2
Bayesian Statistics and MCMC (9577)
TEACHING STAFF:
D.Fouskakis
ECTS:
6
SEMESTER:
2
Earth Observation Big Data and Analytics (9575)
TEACHING STAFF:
V.Ntouskos, B. Tsironis, A.Psalta
ECTS:
7
SEMESTER:
2
Survival Analysis and Reliability (9563)
TEACHING STAFF:
Chris. Karoni
ECTS:
8
SEMESTER:
2
Technoregulation and Data Science (9580)
TEACHING STAFF:
Petros Stefanis, P. Tsiavos, Th. Karounos
ECTS:
7
SEMESTER:
2
Stochastic Processes & Optimization in Machine Learning (9591)
TEACHING STAFF:
V. Magklaris, M.Grammatikou
ECTS:
5
SEMESTER:
2
Complex Networks: Fundamentals and Applications (9582)
(also suitable for Direction I)
TEACHING STAFF:
A.Provata, K. Anesiadis
ECTS:
6
SEMESTER:
2
AI Hands-On (9601)
TEACHING STAFF:
S. Paraskevas and executives of SPhears AI
ECTS:
8
SEMESTER:
2
Deep Learning (9590)
TEACHING STAFF:
A. Voulodimos, G. Stamou, P. Tzouvelis
ECTS:
4
SEMESTER:
2
Algorithms And Data Science (9594)
TEACHING STAFF:
Aris Pagourtzis, Dora Souliou
ECTS:
6
SEMESTER:
2
DIRECTION ΙΙI: FINANCIAL ENGINEERING
Winter Semester
Microeconomic Theory (9506)
(also suitable for Direction II)
Will not be taught this year
TEACHING STAFF:
P. Michailidis
ECTS:
6
SEMESTER:
3
Valuation of Illiquid PEVC Equity Securities: Quantitative Methods for Complex Equity Valuation (9598)
(Also eligible from ex. 1 for economics graduates)
TEACHING STAFF:
I. Michopoulos, C. Antoniadis, Brendan Smith, Tiffany Chi (executives of STOUT)
ECTS:
8
SEMESTER:
3
Mathematical Economics – Equilibrium Theory (9542)
TEACHING STAFF:
Ioannis Polirakis
ECTS:
6
SEMESTER:
1
FinTech & Cryptoeconomics (9604)
TEACHING STAFF:
P. Georgitsas
ECTS:
6
SEMESTER:
1
Financial Analysis (Analysis of Financial Information Statements) (9505)
TEACHING STAFF:
K. Tountas
ECTS:
6
SEMESTER:
1
Summer Semester
Stochastic Differential Equations and Applications in Finance (9521)
Will not be taught this year
TEACHING STAFF:
M. Loulakis, A. Papantoleon
ECTS:
8
SEMESTER:
2
Financial Derivatives (9570)
TEACHING STAFF:
Athanasios Triantafyllou, Apostolos Mintzelas
ECTS:
7
SEMESTER:
2
Portfolio Analysis and Management (Securities Valuation and Financial Investment Management) ( 9574)
TEACHING STAFF:
E. Zervoudi, A. Christopoulos, P. Boufounou, S. Tountas
ECTS:
6
SEMESTER:
2
Financial Econometrics (9520)
TEACHING STAFF:
Ioannis Leventidis, Heracles Kollias
ECTS:
6
SEMESTER:
2
Econometrics and Time Series Analysis (9576)
(also applicable to Track II)
Will not be taught this year
TEACHING STAFF:
P. Michailidis, K. Konstantakis
ECTS:
6
SEMESTER:
2
Stochastic Processes & Optimization in Machine Learning (9591)
TEACHING STAFF:
B. Maglaris, M. Grammatikou
ECTS:
5
SEMESTER:
2
HORIZONTAL COURSES
Winter Semester
Communication Skills for Engineers: Written and Oral Communication (9600)
* will not be taken into account in the degree grade when selected, but will be included in the degree supplement
TEACHING STAFF:
G.Togia
ECTS:
3
SEMESTER:
1
Summer Semester
European and Greek Technical Law (9602)
* will not be taken into account in the degree grade when selected, but will be included in the degree supplement
TEACHING STAFF:
ECTS:
3
SEMESTER:
2