I am in charge of teaching the course "Data Mining Algorithms" at the postgraduate program "Applied Mathematical Sciences" of NTUA's School of Applied Mathematics and Physics.
Here you can download some lecture notes I created (in greek):
02_DataComponents,Visualization&Exploration.pdf
03_DataPreprocess&AttributeSelection.pdf
04_KnowledgeRepresentation,Credibility&Evaluation.pdf
06_Algorithms_Bayes,Association,Instance-based&Clustering.pdf
07_Algorithms_SupportVectors,NeuralNets&MetaAlgorithms.pdf
Here you can download a lecture on forecasting I prepared for the graduate course on Logistics, School of Mechanical Engineering, NTUA (in greek).
LogisticsCourse_LectureOnForecasting.pdf
An introductory lecture on data mining I prepared for the graduate
course 'Management Information Systems', School of Mechanical Engineering, NTUA (in greek).