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Machine learning

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Abstract Machine learning is already a mature field with significant theoretical work and an impressive suite of applications. I will discuss learning algorithms together with some example applications, as well as the current challenges and research areas. WIREs Comp Stat 2011 3 195–203 DOI: 10.1002/wics.166 This article is categorized under: Software for Computational Statistics > Artificial Intelligence and Expert Systems Statistical Learning and Exploratory Methods of the Data Sciences > Pattern Recognition Statistical Learning and Exploratory Methods of the Data Sciences > Knowledge Discovery Statistical Learning and Exploratory Methods of the Data Sciences > Clustering and Classification

Bayesian linear regression shown as a graphical model.

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Statistical Learning and Exploratory Methods of the Data Sciences > Clustering and Classification
Statistical Learning and Exploratory Methods of the Data Sciences > Knowledge Discovery
Statistical Learning and Exploratory Methods of the Data Sciences > Pattern Recognition
Software for Computational Statistics > Artificial Intelligence and Expert Systems

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