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Google says machine learning is the future
The world is gently being reshaped by machine learning. We need to teach computers the best way to perform complicated tasks like text translation or image recognition we construct systems that let them learn the best way to do it themselves.
” says a senior research scientist at Google, Greg Corrado. It ’s only a tool. But it’s a truly significant tool.”
The most powerful type of machine learning now used, called “heavy learning”, constructs a complicated mathematical construction called a neural network based on vast amounts of information. Designed to be similar to a human brain functions, neural networks were described in the 1930s. But it’s just in the last three or four years that computers have gotten strong enough to use them efficiently.
Corrado says he believes it’s as large a change for technology as the net was. And everyone, no matter whether they’re a product designer or a software developer or an engineer or a CEO comprehends how their merchandise is shaped by web connectivity, shapes the marketplace, what they could potentially construct.”
He says that same type of transformation will occur with machine learning. They don’t have to do the things that are in-depth, but they must comprehend ‘nicely, wait a minute, perhaps we could do this if we’d information ’”
Machine learning continues to be a complicated creature.
Among the fine things about the machine learning community is it’s to research and sharing thoughts. When Google made TensorFlow open to anyone to use, it wrote By sharing what we consider to be among the finest machine learning toolboxes on earth, we expect to create an open standard for setting machine and exchanging research ideas. And it in that: change and every important machine learning execution is accessible free of charge to use, meaning it’s not impossible to set up a simple machine intelligence with only a web connection and a notebook.
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