Table of contents

Data Mining: Beyond Decision Trees

Artificial Neural Networks

Prototypical General Learning Task

Natural & Artificial Networks

Network Topologies

Network Nodes

Feed-forward Backprop

Neural Network Learning

Learning 1

Learning 2

Learning 3

Representational Power

Hidden Layer Representations

Hidden Layers 1

Training & Overfitting

Training 1

Supervised vs. Unsupervised Learning

The k-Means Algorithm

k-Means 1

k-Means 2

Evaluation Unsupervised Learning

Evaluation 1

See the Algorithms in Action

Author: Lutz Hamel