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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 2020.07.31, 539 slides).

ida.pdf (3352 kb) one slide per page
ida4.pdf (3275 kb) four slides per page, two by two
ida4s.pdf (3274 kb) four slides per page, four by one
ida.zip (17183 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 2020.07.31, 484 slides).

nn.pdf (10761 kb) one slide per page
nn4.pdf (10081 kb) four slides per page, two by two
nn4s.pdf (10080 kb) four slides per page, four by one
nn.zip (18357 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 (partially translated to English, version 2020.07.31, 349 slides).

ea.pdf (2674 kb) one slide per page
ea4.pdf (2763 kb) four slides per page, two by two
ea4s.pdf (2762 kb) four slides per page, four by one
ea.zip (155 kb) LaTeX and METAPOST source files

Frequent Pattern Mining

Slides of my course on frequent pattern mining (version 2020.07.31, 538 slides).

fpm.pdf (5346 kb) one slide per page
fpm4.pdf (4607 kb) four slides per page, two by two
fpm4s.pdf (4605 kb) four slides per page, four by one
fpm.zip (12746 kb) LaTeX and METAPOST source files
exercises.pdf (153 kb) Exercise slides

Software for Frequent Pattern Mining


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