In this page, one may find information about the courses that I have taught, co-taught (or taught as part of my teaching assistant responsibilities) over the years.

Data Mining

MSc in Medical Research Methodology, Medical School, Aristotle University of Thessaloniki
Academic Years teaching: 2017-2018

The aim of this course is to introduce students to the knowledge discovery process with a focus on data mining techniques. The course includes the main principles of data mining as well as several important concepts, including classification, clustering, outlier analysis, etc. More information about this course can be found here. This course have been co-taught with my colleagues from the Intelligent Systems & Software Engineering Labgroup, while we have also co-authored a practical book for applying machine learning techiques using R, which can be found here.

Pattern Recognition

Electrical and Computer Engineering Department, Aristotle University of Thessaloniki
Academic Years teaching: 2015-2016, 2016-2017, 2017-2018

The aim of this course is to introduce students to the concepts of pattern recognition. It includes theory and practice for classification and clustering algorithms, data preprocessing, etc. I have worked as a teaching assistant in this course, creating the lab material and the assignments, and teaching the lab exercises. More information about this course can be found here.

Algorithm Analysis and Design

Electrical and Computer Engineering Department, Aristotle University of Thessaloniki
Academic Years teaching: 2013-2014, 2014-2015, 2015-2016, 2016-2017, 2017-2018

The aim of this course is to introduce students to the analysis and design of algorithms. It includes searching and sorting algorithms, advanced concepts such as dynamic programming and greedy algorithms, as well as algorithms for graph (minimum spanning trees, shortest paths), etc. I have worked as a teaching assistant in this course, creating the exercises and lab material, and teaching the lab exercises. More information about this course can be found here.