Machine Learning (ML) should not be confused or used interchangeably with AI (Artificial Intelligence). ML is a subcategory of AI that uses algorithms to recognize patterns from data and automatically learn insights, allowing programs to become more intelligent.
ML ultimately should aim to remove the need for humans to do repetitive, low-value decision-making activities, like triaging false positives or system/device health ticketing.