This course is second of a two-course sequence, following S536 that introduces Python. Students analyze real-world financial data in a variety of settings, including textual analysis of large documents, identify "sentiment" in Google search data, conduct financial analysis of corporate filings and disclosures, backtest trading strategies, etc.