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
what topics should a beginner in data science learn?
user
a beginner in data science should learn the basics of python programming, data wrangling and cleaning, data visualization, basic machine learning algorithms, and statistical analysis.
assistant