Ratio analysis compares line-item data from a company's financial statements to evaluate its profitability, liquidity, efficiency, and solvency.

Example: Portfolio Optimization. Deep learning models can analyze historical market trends, asset prices and real-time financial data to optimize portfolio allocations.