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Machine learning is a subdivision of artificial intelligence that is used to improve data quality and support intelligent decision-making. It is a form of software that follows pre-programmed rules and is used to perform tasks that were traditionally done by humans. Automation is the use of technology to perform tasks that were traditionally done by humans, and machine learning is an evolutionary step in automation.