Intuition of Gradient Descent for Machine Learning

The most challenging part of Machine Learning is “optimization”. Gradient Descent is one of the most popular optimization algorithms used… Read more

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How Machine Learning Works

THE standard joke about artificial intelligence (AI) is that, like nuclear fusion, it has been the future for more than half a century now. In 1958 the New York...

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The Mathematics of Machine Learning

In the last few months, I have had several people contact me about their enthusiasm for venturing into the world of data science and using Machine Learning (ML) techniques to probe statistical regularities and build impeccable data-driven products. Howeve... (more…)

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