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Various appealing ideas have been recently proposed in the statistical literature to scale-up machine learning techniques and solve predictive/inferential problems from "Big Datasets".
Companies like BP, Shell and E.ON are already looking to scale up the machines on offer.
But taste perfection might not be top of everyone's agenda, he added: "Traditionally the coffee-making industry is most concerned about using water that doesn't scale up their machines".
Scalr provides deployment of virtual machines in various Clouds and includes automated triggers to scale up and down (http://www.scalr.com).scalr.com
Biotech Scale Up: People.
Time to Scale Up.
Scale — Up (Additional components).
Biotech: Get Ready to Scale Up.
Scale up Family Support Centres.
These offer several lessons for scale up.
But the scale up requires support.
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CEO of Professional Science Editing for Scientists @ prosciediting.com