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'Specialist knowledge is useless and unhelpful'

Kaggle.com has turned data prediction into sport. People competing to solve problems are outclassing the specialists, says its president Jeremy Howard

By Peter Aldhous

28 November 2012

New Scientist. Science news and long reads from expert journalists, covering developments in science, technology, health and the environment on the website and the magazine.

“You can chuck as many crazy ideas at the algorithms as you like, and they figure out which ones work”

(Image: Paul Sakuma/AP/Press Association)

Kaggle has been described as “an online marketplace for brains”. Tell me about it.
It’s a website that hosts competitions for data prediction. We’ve run a whole bunch of amazing competitions. One asked competitors to develop algorithms to mark students’ essays. One that finished recently challenged competitors to develop a gesture-learning system for the Microsoft Kinect. The idea was to show the controller a gesture just once, and the algorithm would recognise it in…

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