Pricing derivatives involves using specific formulas to determine their prices without needing to consider other financial markets. Two main methods are commonly used: one involves creating a probability measure where assets behave as martingales, while the other constructs a risk-free portfolio to solve a partial differential equation. These methods help in calculating prices accurately and efficiently.