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
name the stages of the machine learning pipeline.
user
the stages of the machine learning pipeline are data collection, data pre-processing, feature engineering, model selection and training, model evaluation, and model deployment.
assistant