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A Brief Introduction into Machine Learning

A Brief Introduction into Machine LearningGunnar R atschFriedrich Miescher Laboratory of the Max Planck Society,Spemannstra e 37, 72076 T ubingen, raetsch1 IntroductionThe Machine Learning field evolved from the broad field ofArtificial Intelligence,which aims to mimic intelligent abilities of humans by machines. In the field ofMa-chine Learningone considers the important question of how to make machines ableto learn . Learning in this context is understood asinductive inference, where oneobservesexamplesthat represent incomplete information about some statistical phe-nomenon . Inunsupervisedlearning one typically tries to uncover hidden regularities( clusters) or to detect anomalies in the data (for instance some unusual machinefunction or a network intrusion). Insupervised Learning , there is alabelassociatedwith each example.

A Brief Introduction into Machine Learning Gunnar Ratsch¨ Friedrich Miescher Laboratory of the Max Planck Society, Spemannstraße 37, 72076 Tubingen, Germany¨

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