In this talk Noel will discuss a class of algorithms, streaming algorithms, that allow real-time processing of data, scale extraordinarily well, and are simple to implement.
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Noel has over fifteen years experience in software architecture and development, and over a decade in machine learning and data mining. Examples of the projects he's been involved with include one of the first commercial products to apply machine learning to the Internet (eventually acquired by Omniture), a BAFTA award winning website, and a custom CMS used daily by thousands of students. Noel is an active writer, presenter, and open source contributor. Noel has a PhD in machine learning from the University of Birmingham.