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"Deep learning, machine learning and neural networks sound like the features of a pulp science fiction, but they're real and the technology is now available to any company without having to hire data scientists to build your own system from scratch.\r\n\r\nErsatz Labs has launched a deep learning platform that's available to anyone that wants this type of\u00A0analysis. It's like the Amazon Web Services (AWS) of machine learning. The service is has\u00A0a web interface and API. \u00A0Both can be used if a company needs to determine, for example, how stocks will behave based on a wide range of data, it can do so without having to build its own system.\r\n\r\nThat doesn't mean that this is a turn-key solution for anyone wanting to analyze data. The system still needs to be &amp;quot;trained&amp;quot; with your data and what you expect out of that data which means\u00A0you have to know what you're doing. But, by offering an\u00A0interface layer on top of a set of powerful tools, its cutting down on the work needed to spin up a system like this. &amp;quot;We didn't invent deep learning by any means, but we're trying to make it easy,&amp;quot; says\u00A0Ersatz CEO, Dave Sullivan.\r\n\r\nIt's still a pretty tough subject to wrap your head around.\u00A0Deep learning divides data into\u00A0several networked\u00A0stacks to to learn about that the information in the data. Once the information has been collected machine learning\u00A0actually learns over time how those\u00A0large chunks of data relate to one another while forming\u00A0connections.\r\n\r\nErsatz can be used in the\u00A0cloud or on hardware installed on site. Both solutions use specialized GPUs that can eat through data 40 times quicker than CPUs. The cloud solution charges per-minute while training the system with your data. The hardware solution offers unlimited data crunching with a specialized appliance."^^<http://www.w3.org/2001/XMLSchema#string>
<http://thenextweb.com/insider/2014/06/11/ersatz-labs-launches-deep-learning-service-anyone/>