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
which technique typically requires the most data to be effective?
user
deep learning techniques typically require the most data to be effective, as they are designed to process a large amount of information to build more accurate models. this is in contrast to traditional machine learning techniques, which require relatively small amounts of data and can achieve good results for simpler problems.
assistant