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can learning styles be changed learning factors that affect children

Traditionally, the only way to get a computer to do something-from adding two numbers to flying an airplane-was to write down an algorithm explaining how, in painstaking detail. But machine-learning algorithms, also known as learners, are different: they figure it out on their own, by making inferences from data. And the more data they have, …

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Is the Master Algorithm a fox or a hedgehog?. But perhaps the Master Algorithm is a Pandora’s box best left closed. Will computers enslave us or even exterminate us? Will machine learning be the handmaiden of dictators or evil corporations? Knowing where machine learning is headed will help us to understand what to worry about, …

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Of course, as with companies, politicians can put their machine-learned knowledge to bad uses as well as good ones. For example, they could make inconsistent promises to different voters. But voters, media, and watchdog organizations can do their own data mining and expose politicians who cross the line. The arms race is not just between …

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These seemingly magical technologies work because, at its core, machine learning is about prediction: predicting what we want, the results of our actions, how to achieve our goals, how the world will change. Once upon a time we relied on shamans and soothsayers for this, but they were much too fallible. Science’s predictions are more …

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Not all learning algorithms work the same, and the differences have consequences. Take Amazon’s and Netflix’s recommenders, for example. If each were guiding you through a physical bookstore, trying to determine what’s “right for you,” Amazon would be more likely to walk you over to shelves you’ve frequented previously; Netflix would take you to unfamiliar …

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Night has fallen by the time you get off work. Machine learning helps keep you safe as you walk to your car, monitoring the video feed from the surveillance camera in the parking lot and alerting off-site security staff if it detects suspicious activity. On your way home, you stop at the supermarket, where you …

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The second goal of this book is thus to enableyou to invent the Master Algorithm. You’d think this would require heavy-duty mathematics and severe theoretical work. On the contrary, what it requires is stepping back from the mathematical arcana to see the overarching pattern of learning phenomena; and for this the layman, approaching the forest …

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Not all learning algorithms work the same, and the differences have consequences. Take Amazon’s and Netflix’s recommenders, for example. If each were guiding you through a physical bookstore, trying to determine what’s “right for you,” Amazon would be more likely to walk you over to shelves you’ve frequented previously; Netflix would take you to unfamiliar …

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Society is changing, one learning algorithm at a time. Machine learning is remaking science, technology, business, politics, and war. Satellites, DNA sequencers, and particle accelerators probe nature in ever-finer detail, and learning algorithms turn the torrents of data into new scientific knowledge. Companies know their customers like never before. The candidate with the best voter …

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