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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 (14161 kb) one slide per page
ida4.pdf (14297 kb) four slides per page, two by two
ida4s.pdf (14296 kb) four slides per page, four by one
ida.zip (15005 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 (5598 kb) one slide per page
fpm4.pdf (4925 kb) four slides per page, two by two
fpm4s.pdf (4924 kb) four slides per page, four by one
fpm.zip (12337 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 (10700 kb) one slide per page
nn4.pdf (10076 kb) four slides per page, two by two
nn4s.pdf (10075 kb) four slides per page, four by one
nn.zip (16176 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 (1814 kb) one slide per page
ea4.pdf (1941 kb) four slides per page, two by two
ea4s.pdf (1940 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Slides of my course on evolutionary algorithms (in German, outdated version 2005.07.15, 260 slides).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