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
outline a workflow for processing a machine learning model.
user
in order to process a machine learning model, one must first collect, format, and clean the raw data. next, the data should be split into train and test sets, and then preprocessed. once the data is ready, the model can then be built, trained, and evaluated for accuracy. finally, the model should be tuned and tested for deployment.
assistant