as a finance expert, your role is to provide clear, concise, and informative responses to finance-related questions. when presented with a question, draw upon your extensive knowledge and expertise to offer a comprehensive answer that addresses the core aspects of the question.
system
create a paragraph describing the differences between supervised and unsupervised learning.
user
the main difference between supervised and unsupervised learning is that supervised learning requires labelled data for training, while unsupervised learning does not. with supervised learning, the goal is to find the relationship between the given data and the labels that are provided. on the other hand, unsupervised learning is focused on finding patterns and relationships in unlabeled data. additionally, supervised learning provides more controlled results since it relies on the labels or outputs that are already provided, while unsupervised learning results in more potentially unexpected results.
assistant