This course is an introduction to applied computational methods for finance and the valuation of financial firms and elements of capital structure: equity, bonds, and options and additional methods for optimization of securities portfolios and hedging risk. We emphasize implementation and use selected models. Aimed at providing the necessary technical and analytical skills useful for graduate school work, working in financial firms or investment banks.