Courses
Core Courses
Winter Semester
DYNAMICAL SYSTEMS AND MATHEMATICAL THEORY OF CHAOS (9503)
TEACHING STAFF:
N. Stavrakakis, V. Rothos
ECTS:
8
SEMESTER:
1
Probability Theory (9504)
TEACHING STAFF:
S. Sampanis, I. Lytras
ECTS:
8
SEMESTER:
1
Nonlinear Partial Differential Equations (9508)
TEACHING STAFF:
V. Rothos, N. Lampropoulos
ECTS:
8
SEMESTER:
3
Financial Management (9554)
TEACHING STAFF:
A. Christopoulos (coordinator), I. Katsampoxakis, Ch. Basdekis, K. Gillas
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. Boundouvis, M. Kavousanakis
ECTS:
6
SEMESTER:
1
Mathematical Modeling in Modern Technologies and Financial Engineering (9555)
(also applicable to Direction II)
TEACHING STAFF:
V.Konstantoudis(coordinator), 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:
G. Athanasoulis
ECTS:
6
SEMESTER:
1
Parallel and Network Programming(9551)
TEACHING STAFF:
G. Gkoumas
ECTS:
7
SEMESTER:
3
GRAPH DRAWING / GRAPH VISUALIZATION (9530)
Will not be taught this year
TEACHING STAFF:
A.Symvonis
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. Belimpasakis
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:
K. Karantzalos(coordinator),V. Karathanasi, D. Argialas, P. Kolokousis, Z. Kandylakis, V. Psoma
ECTS:
7
SEMESTER:
2
FINITE DIFFERENCES & FINITE ELEMENTS FOR PARTIAL DIFFERENTIAL EQUATIONS (9587)
TEACHING STAFF:
E. Georgoulis, K. Chrysaphinos
ECTS:
8
SEMESTER:
2
Systems Biology – Bioinformatics (Systems and Network Biology) (9581)
TEACHING STAFF:
M. Klapa
ECTS:
5
SEMESTER:
2
Nonlinear Dynamics & Applications (9512)
TEACHING STAFF:
K. Spyrou
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 (coordinator), K. Karapatanis
ECTS:
8
SEMESTER:
1
Machine Learning (9531)
(also suggested for Directions I & III)
TEACHING STAFF:
A. Voulodimos (coordinator), G.Stamou, P.Tzouveli
ECTS:
8
SEMESTER:
3
Summer Semester
Statistical Quality Control (9546)
TEACHING STAFF:
Ch. 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, V. Tsironis, A. Psaltas
ECTS:
7
SEMESTER:
2
Survival Analysis and Reliability (9563)
TEACHING STAFF:
Ch. Karoni
ECTS:
8
SEMESTER:
2
Technoregulation and Data Science (9580)
TEACHING STAFF:
P. Stephaneas, P. Tsavos, Th. Karounos
ECTS:
7
SEMESTER:
2
Stochastic Processes & Optimization in Machine Learning (9591)
TEACHING STAFF:
V. Magklaris, M. Grammatikou
ECTS:
5
SEMESTER:
2
NETWORKS: FUNDAMENTALS & APPLICATIONS (9582)
(also suitable for Direction I)
TEACHING STAFF:
A. Provata (coordinator), K. Anesiadis
ECTS:
6
SEMESTER:
2
A.I. HANDS ON. ARTIFICIAL INTELLIGENCE IN PRACTICE (9601)
TEACHING STAFF:
S. Paraskevas (coordinator)
ECTS:
8
SEMESTER:
2
Deep Learning (9590)
TEACHING STAFF:
A.Voulodimos (coordinator), G.Stamou,P.Tzouveli
ECTS:
4
SEMESTER:
2
Algorithms And Data Science (9594)
TEACHING STAFF:
A. Pagourtzis, D. 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. Michaelidis
ECTS:
6
SEMESTER:
3
Valuation of Illiquid PEVC Equity Securities (9598)
(Also eligible from ex. 1 for economics graduates)
TEACHING STAFF:
I. Michopoulos (coordinator), Ch. Antoniadis (coordinator), Brendan Smith, Tiffany Chi (executives of STOUT)
ECTS:
8
SEMESTER:
3
Mathematical Economics – Equilibrium Theory (9542)
TEACHING STAFF:
I. Polyrakis
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, S. Vakeroudis
ECTS:
8
SEMESTER:
2
Financial Derivatives (9570)
TEACHING STAFF:
A. Triantaphyllou, A. Mintzelas
ECTS:
7
SEMESTER:
2
Portfolio Analysis (9574)
TEACHING STAFF:
E.Zervoudi (coordinator), A. Christopoulos, P. Boufounou, S. Tountas
ECTS:
6
SEMESTER:
2
Financial Econometrics (9520)
TEACHING STAFF:
I. Leventidis, H. 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. Michaelidis, K. Konstantakis
ECTS:
6
SEMESTER:
2
Stochastic Processes & Optimization in Machine Learning (9591)
TEACHING STAFF:
V. Magklaris, M. Grammatikou
ECTS:
5
SEMESTER:
2
HORIZONTAL COURSES
Winter Semester
COMMUNICATION SKILLS FOR ENGINEERS (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