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Christian Borgelt's Web Pages

Slides for Courses


Intelligent Data Analysis

Slides of my course on intelligent data analysis (version 2008.04.11, 278 slides).

Note that the part on frequent pattern mining has been extended into a complete lecture (see below).

ida.pdf (1229 kb) one slide per page
ida4.pdf (1312 kb) four slides per page, two by two
ida4s.pdf (1311 kb) four slides per page, four by one
ida.zip (916 kb) LaTeX and METAPOST source files

Software for Intelligent Data Analysis


Frequent Pattern Mining

Slides of my course on frequent pattern mining (version 2017.03.14, 529 slides).

fpm.pdf (3725 kb) one slide per page
fpm4.pdf (3630 kb) four slides per page, two by two
fpm4s.pdf (3629 kb) four slides per page, four by one
fpm.zip (4279 kb) LaTeX and METAPOST source files
exercises.pdf (4277 kb) Exercise slides

Software for Frequent Pattern Mining


Introduction to Neural Networks

Slides of my course on (artificial) neural networks (version 2017.04.27, 350 slides).

nn.pdf (3127 kb) one slide per page
nn4.pdf (3123 kb) four slides per page, two by two
nn4s.pdf (3122 kb) four slides per page, four by one
nn.zip (7938 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