Deep Learning vs Classical Machine Learning

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Over the past several years, deep learning has become the go-to technique for most AI type problems, overshadowing classical machine learning. The clear reason for this is that deep learning has repeatedly demonstrated its superior performance on a wide variety of tasks including speech, natural language, vision, and playing games. Yet although deep learning has such high performance, there are still a few advantages to using classical machine learning and a number of specific situations where…