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Christian Borgelt's Web Pages

Slides for Courses


Elementary Data Mining

Slides of my course on elementary data mining (version 2023.07.21, 233 slides).

eledm.pdf (2003 kb) slides as PDF file
eledm.zip (24326 kb) LaTeX and METAPOST source files

Software for Data Mining / Intelligent Data Analysis


Artificial Neural Networks

Slides of my course on (artificial) neural networks (version 2023.05.11, 495 slides).

nn.pdf (5507 kb) slide as PDF file
nn.zip (18612 kb) LaTeX and METAPOST source files

multilayer perceptron training demonstration (software)
learning vector quantization demonstration (software)
self-organizing map demonstration (software)
hopfield network demonstration (software)


Evolutionary Algorithms

Slides of my course on evolutionary algorithms (version 2020.07.31, 349 slides).

ea.pdf (1497 kb) slides as PDF file
ea.zip (155 kb) LaTeX and METAPOST source files

Frequent Pattern Mining

Slides of my course on frequent pattern mining (version 2022.10.02, 542 slides).

fpm.pdf (4345 kb) slides as PDF file
fpm.zip (12746 kb) LaTeX and METAPOST source files

Software for Frequent Pattern Mining


Big Data Analytics

Slides of my course on big data analytics (version 2023.08.01, 201 slides).

bda.pdf (1219 kb) slides as PDF file
bda.zip (2103 kb) LaTeX and METAPOST source files

Probabilistic Reasoning: Graphical Models

Slides of my course on graphical models (version 2010.05.27, 181 slides).

gm.pdf (654 kb) one slide per page