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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 2018.01.25, 424 slides).

ida.pdf (4692 kb) one slide per page
ida4.pdf (4334 kb) four slides per page, two by two
ida4s.pdf (4333 kb) four slides per page, four by one
ida.zip (14654 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 2018.03.08, 537 slides).

fpm.pdf (4737 kb) one slide per page
fpm4.pdf (4070 kb) four slides per page, two by two
fpm4s.pdf (4069 kb) four slides per page, four by one
fpm.zip (12319 kb) LaTeX and METAPOST source files
exercises.pdf (153 kb) Exercise slides

Software for Frequent Pattern Mining


Artificial Neural Networks

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

nn.pdf (5127 kb) one slide per page
nn4.pdf (4556 kb) four slides per page, two by two
nn4s.pdf (4555 kb) four slides per page, four by one
nn.zip (14649 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

Evolutionary Algorithms

Slides of my course on evolutionary algorithms (partially translated to English, version 2018.02.27, 349 slides).

ea.pdf (1795 kb) one slide per page
ea4.pdf (1922 kb) four slides per page, two by two
ea4s.pdf (1921 kb) four slides per page, four by one
ea.zip (153 kb) LaTeX and METAPOST source files

Genetische Algorithmen

Slides of my course on evolutionary algorithms (in German, outdated version 2005.07.15, 260 slides).

ga.pdf (818 kb) one slide per page
ga4.pdf (795 kb) four slides per page, two by two
ga4s.pdf (797 kb) four slides per page, four by one
ga.zip (108 kb) LaTeX and METAPOST source files