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AI is seeping into just about everything, from consumer products to industrial equipment. As enterprises utilize AI to become more competitive, more of them are taking advantage of machine learning to accomplish more in less time, reduce costs and discover something whether a drug or a latent market desire. While there's no need for non-data scientists to understand how machine learning (ML) works, they should understand enough to use basic terminology correctly. Although the scope of ML extends considerably past what's possible to cover in this short article, following are some of the fundamentals. Before one can grasp machine learning concepts, they need to understand what machine learning terms mean.