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
generate a table showing the comparison of machine learning and deep learning techniques.
user
machine learning | deep learning 
 ---------------- | -------------
 learn from examples | extensively learns from examples 
 used for interpretability | hard to interpret 
 requires relatively small data set | requires large data set 
 extracts simple features from data | extracts complex features from data 
 shallow learning | deep learning 
 less accurate | more accurate 
 less resources demanding | more resources demanding 
 good for supervised tasks | good for supervised, unsupervised and reinforcement learning tasks
assistant