What is machine learning?

Processing mathematical models of data to help a computer learn without direct instruction is how machine learning (ML) is defined. However, as you probably know already, there's so much more to ML. See this instructive website by Microsoft Azure explaining how ML works to solve problems, how it's used in modern industry and how ML learning algorithms are developed.

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What is machine learning?