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Christian Borgelt's Web Pages

Slides for Courses


Data Mining / Intelligent Data Analysis

Slides of my course on intelligent data analysis (version 2017.10.08, 310 slides).

ida.pdf (5671 kb) one slide per page
ida4.pdf (5698 kb) four slides per page, two by two
ida4s.pdf (5698 kb) four slides per page, four by one
ida.zip (5221 kb) LaTeX and METAPOST source files

Software for Data Mining / Intelligent Data Analysis


Frequent Pattern Mining

Slides of my course on frequent pattern mining (version 2017.06.07, 536 slides).

fpm.pdf (3992 kb) one slide per page
fpm4.pdf (3836 kb) four slides per page, two by two
fpm4s.pdf (3834 kb) four slides per page, four by one
fpm.zip (12247 kb) LaTeX and METAPOST source files
exercises.pdf (153 kb) Exercise slides

Software for Frequent Pattern Mining


Introduction to Neural Networks

Slides of my course on (artificial) neural networks (version 2017.07.30, 429 slides).

nn.pdf (3619 kb) one slide per page
nn4.pdf (3550 kb) four slides per page, two by two
nn4s.pdf (3549 kb) four slides per page, four by one
nn.zip (12028 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)


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

Genetische Algorithmen

Slides of my course on genetic algorithms (in German, version 2005.07.15, 260 slides).

ga.pdf (817 kb) one slide per page
ga4.pdf (895 kb) four slides per page, two by two
ga4s.pdf (894 kb) four slides per page, four by one
ga.zip (108 kb) LaTeX and METAPOST source files